{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "652512e8-3a68-4ac7-a096-8fb137863ea3",
   "metadata": {
    "tags": [],
    "pycharm": {
     "name": "#%%\n"
    }
   },
   "outputs": [],
   "source": [
    "import glob, json, os\n",
    "import cv2\n",
    "from PIL import Image\n",
    "from tqdm import tqdm_notebook\n",
    "import numpy as np\n",
    "from sklearn.preprocessing import normalize\n",
    "import matplotlib.pyplot as plt\n",
    "from PIL import Image"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "cd47dc3c-b9e1-4716-90fe-05cb4a59f384",
   "metadata": {
    "tags": [],
    "pycharm": {
     "name": "#%%\n"
    }
   },
   "outputs": [],
   "source": [
    "cap = cv2.VideoCapture('./初赛测试视频/44.avi')\n",
    "img = cap.read()[1]\n",
    "image = cv2.cvtColor(img, cv2.COLOR_BGR2RGB)\n",
    "image = Image.fromarray(image)\n",
    "image.save('img1.jpg')\n",
    "\n",
    "cap = cv2.VideoCapture('./初赛测试视频/44.avi')\n",
    "for _ in range(50):\n",
    "    cap.read()\n",
    "img = cap.read()[1]\n",
    "image = cv2.cvtColor(img, cv2.COLOR_BGR2RGB)\n",
    "image = Image.fromarray(image)\n",
    "image.save('img10.jpg')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "7da7f070-ca24-48d0-8cbd-06c56a5909c1",
   "metadata": {
    "pycharm": {
     "name": "#%% md\n"
    }
   },
   "source": [
    "# YOLO"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 57,
   "id": "f34c8280-b21a-44ae-b566-5f4e93addc84",
   "metadata": {
    "tags": [],
    "pycharm": {
     "name": "#%%\n"
    }
   },
   "outputs": [],
   "source": [
    "from ultralytics import YOLO\n",
    "\n",
    "# Load a model\n",
    "model = YOLO('yolov8n.pt')  # load an official model"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 58,
   "id": "37b6018a-5918-478b-8a85-d6e66dcd021d",
   "metadata": {
    "tags": [],
    "pycharm": {
     "name": "#%%\n"
    }
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\n",
      "image 1/1 /home/lyz/work/kaggle/2023全球智能汽车AI挑战赛——赛道二：智能驾驶汽车虚拟仿真视频数据理解赛道/img1.jpg: 384x640 1 truck, 5.9ms\n",
      "Speed: 1.6ms preprocess, 5.9ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n"
     ]
    }
   ],
   "source": [
    "results = model('img1.jpg')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 59,
   "id": "4010c62a-4522-4d67-b8e4-e8f0e59db8e2",
   "metadata": {
    "tags": [],
    "pycharm": {
     "name": "#%%\n"
    }
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\n",
      "image 1/1 /home/lyz/work/kaggle/2023全球智能汽车AI挑战赛——赛道二：智能驾驶汽车虚拟仿真视频数据理解赛道/img10.jpg: 384x640 (no detections), 6.3ms\n",
      "Speed: 1.9ms preprocess, 6.3ms inference, 0.4ms postprocess per image at shape (1, 3, 640, 640)\n"
     ]
    }
   ],
   "source": [
    "results = model('img10.jpg')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a7bde9d8-4123-4584-9f2d-bd9e8a3fdbe7",
   "metadata": {
    "pycharm": {
     "name": "#%% md\n"
    }
   },
   "source": [
    "# ORB"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 60,
   "id": "8187f25f-339a-4997-9e57-4b2762c12515",
   "metadata": {
    "tags": [],
    "pycharm": {
     "name": "#%%\n"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "(<matplotlib.image.AxesImage at 0x7f38d8e97f10>, None)"
      ]
     },
     "execution_count": 60,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import numpy as np\n",
    "import cv2 as cv\n",
    "from matplotlib import pyplot as plt\n",
    "img = cv.imread('img1.jpg', cv.IMREAD_GRAYSCALE)\n",
    "# Initiate ORB detector\n",
    "orb = cv.ORB_create()\n",
    "# find the keypoints with ORB\n",
    "kp = orb.detect(img,None)\n",
    "# compute the descriptors with ORB\n",
    "kp, des = orb.compute(img, kp)\n",
    "# draw only keypoints location,not size and orientation\n",
    "img2 = cv.drawKeypoints(img, kp, None, color=(0,255,0), flags=0)\n",
    "plt.imshow(img2), plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "e455a5b2-bb51-4c81-a434-c436463c80c3",
   "metadata": {
    "tags": [],
    "pycharm": {
     "name": "#%%\n"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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8Ps9pyUQigVKpBKfTyeg+oVzkEE5y5W5r0y/sb8JZum7Zr+N0fZ11vql54/tks9CnWb9fh37dJYU86eDNc4ANw+AgLZVKwTAMXFxcwLIsnJycwDRNKIqC0WiEk5MTdDodpj9omgZN09DtdvmZIC43PftutxuDwYBpD6PRiB08eoaSySRevXoFt9sNp9OJVqvFz66qqnC73XC73Tg9PZ17vN870vykUWRKE0yn04Hb7WaelWmaME2T4XJN01CpVGAYBtrtNk8+lmVx6o64EoPBAI1Gg50Z27bhdDoZQgTAEX6j0eAol5yus7Mz+Hw+RKNRrK6uYm9vDz6fD5VKhZ2zaDTKXq/X64Uoimg0GlhaWkImk4EoitB1HaIowuv1otFoIBQKMQmvVqvB4XAgHA4zzAm8/cTzdSPMu6531/Fuyz/7towQkq87xm3stlyUu3BW5i1L9/esqJVgelVVOQqk4MDn83Gqa5J0Ss6NJEnIZDJ48OABPvzwQ6yvr2NtbQ1/+Zd/CQCoVqsIh8MoFArMvaBxBoPBG/wO2jfLstBqtdDv9yFJEjRN44CG0gJ+vx+DwYDTc+SsEe/LNE3Isox2u41AIIDBYIDT01NIkoRQKATLsnB0dAS/349SqcR8r36/D13X0el0oCgKEokEf7e8vAyPx4N0Oo3nz5/D6/VCkiR0Oh0muOu6jnA4zDyvRCKBxcVFHB0dQRAE1Ot1uN1uRCIR+Hw+LC4uIhAI8KT+8uVLWJYFRVFwcXGBjY0NRCIRdLtdLCwsQFVVtFottNtt7OzsIJ1OQ9d15PN5lEolpNNp7O7u8nUhB4ucS0L/KMVp2zbcbjcMw0AwGISqqvwC8vl8XIBAVId5dh2KMe9evc39fJdlp5GT244xibDMQuVus3/fV6frtojXPHrJ5PLzHOjJVOG883UT6jW9/OR6NOZkMUqv18OrV69gGAai0SharRan+FVVhSRJOD4+RigUwv7+PlwuF3Rd50I0APB4PPD7/RxI0Zw2SZ0oFosYDAZYWFhAMplkMGR7exuFQgG6rqPRaKDf78MwjDc4j/Pse+1wmaYJv98Pp9OJ4XCIxcVFbG9vo16vQ9M0JqKWy2WEw2GMRiNcXl4yaX1lZQXhcBjtdhv1ep2hf2DM56AqpX6/j2g0inA4jF6vh0AggFAohFqtxkQ7mhQLhQI8Hg88Hg8ajQaOj4+xvr6Oer2OwWAAy7KYvEpku16vh2aziUAgALfbDZfLxS/3ZrOJaDQKYMwBKZfLyGQyTB5Op9MIhUIzJ7Xpz5MTxm2doOvSBbd9MK6z2zhR3wc4noxe2mRvM5HetM5t+ArXfT/rt7eZ9GlC0zQNw+EQlUoFo9GIkQ8ATEqlKl7aFm3PNE3mJDqdTo4+J6NDctwIgdE0DfV6/Y1joIlQVVUcHR1xGrHb7cLj8SAejzPyRnxIAG8Q2CVJgt/vhyRJjHqbpgld16FpGtbX19Hr9aBpGkRRxNOnT3n+cDgcaDabiMfjuLi4gCzLSCQScLvd0DQNFxcXWF5eRqlUQqvVYtSqXC7jwYMHSKVSKBaLXFFJ9IbhcIiLiwu43W6IosgVk7quQ1EUfPDBB4yAkyNIUTPRDgRB4GIfl8uFRqOBw8NDJBIJuFwuLC4uYnV1Faqqot1uQxDG3LdWq8Uo5enpKQd59O/h4SFfO8MwIAgCIpEI2u02kskkPwsOh4PTtpP32yyj7+lemZUumlzuulTSdY7BrGdjeq65q6M3vQ/fBjI/fQ6ue2ZvSyWYdV5uQqDmjT9v+evQ90mH9baO16wx5n1P/xmGgVwuh2q1ilevXjE38+LiAsPhEOFwGKVSiYvqqtUq3G43c7mJEB+Px5neQ8V4kiRhaWkJgiCg1+vB5/Oh3+9je3ubaUg+nw/Ly8s4ODhgZLnf7yMQCGBpaQmVSoU5rPPse+1wORwOuFwueL1eRCIRJq3v7u7C5XKh1+vh/Pwc5XIZ6XQae3t7XK1TrVZRq9XQarXgdruxtLSE169fI5FIoNVq4fj4GPF4HKlUCqqqMkF2cXERx8fH0HUdpVIJwFhWgnhggiDg/Pwc0WgUzWYTzWYTJycnCAQCEASBy90ty4Lf70ev10Mmk8FgMGCYslarcTVXPp/H4uIiE3yJdCuKIpaXlzm9+TYTzNs4XTd9f1cU6puObr9Lexte100p2W8ybXnTd9M27dwQKiQIY87VysoKfyYelCzLKJfLb0g7aJrGZHFd1xGJRHBwcMBO1scff4zhcMjO0+npKcP4xKsiFHd633q9Hv79v//3qNfrjD5PykVMvgAI4Z6UcqHzS1HqZPrz5cuXnM6zbZuDq62tLTQaDbTbba74293dRa/Xg6IojEYNh0Ocn59zanJ1dRXD4RDBYBCKomBpaQkXFxd4+PAhfD4fvF4vXr58iffeew+JRAJffPEFT/7ZbBaapuHVq1fsJBEqPhwO0Wg04HA4mDe6urrKVaIA2Ckrl8twu914+PAhI4NOpxPZbBbn5+dwuVz44Q9/yBy7er2OTCbDvNV+v4/V1VWcn59zZbSu6+wQkpN4W+7W9OfpQPCmVONtEfp56941tT4P1Zm3zNd9ft/2eGdtd/pYJ6/RdePOciznpfTmIVO3Qf/mOcbz9mfe9olm0Ov10Gq1IEkSAoEAc65J+oRkZqiIzuFwQNd1AONA2ufzscxKtVpFvV5nLmixWMTu7i4XpbTbbXi9Xuzu7uKjjz5CMBiE1+uFz+dDJBKB2+3mAIvmjMFggGq1eu2xfq8dLiLIeTweTumtra1xNRGlJiia/fDDD3F4eIjhcMjcEiLRUbQKgL/LZrMYDocoFovQdZ0JspIkodlsolKpIB6Pc+RM0Hy328XOzg5Hzj6fD9vb26hWqxAEAdVqFZZlwe12Ix6PMylvaWkJLpcLhUIBwWCQKx49Hg+Oj4+Ry+WQyWSQSqUAgHliky/x2yBds+ym5e7iSN2Egr2NfV+drrvYbR206WVuqkCc/G7W+jft0+Q609ytZrPJURnB6ZRSpBTU5H03qUk3qYND1X6kaTMcDrliblLjhhAu27bhcrneIKtSpWS320W/339jwp3eD2DM6wDwJ87WJDJD2yWeFR0/zR1erxej0QiapiGbzSIcDiMajcLpdMI0TU45DgYDLC8v4/z8HJFIBMFgkNfxer3MI6Fgiyo933nnHYiiiIuLC0SjUei6jtFohIODA+agDAYDyLKMlZUVdDodeL1etFotpNPpN1IpFLBRABaNRuH1etHpdNDr9RCLxRAIBLiKW9d1hEIhnJ2dIRwOI5vNIpfLoVAoYHV1FeFwmB0qqu4ajUbY2dnhykbKMsyaL6ZRr0mb5xzNu4ffBlW6zXa/7hh3+W3arnNKJp2c65yZ2+7TPIdslgMzvfxtArh512sWojXpaE3ObbOOcda2ZyF0brebkatKpQLTNNFqtdBqtfDBBx+g3W4z4EJVzRR0ES+VgohmswmXy4VgMAhRFHF2dgZd13F8fIydnR2cnZ1hNBpBURQUi0XmMcZiMUiSxIhaLBbj8cjZ297exsXFxdxr9b12uIioC4C9U4L8NE2DZVk4OzuDpmlclROJRHBxccH6OrlcDp1OBy6XC8vLy+j1emi323C5XDg5OUE6nWa0aTgcQtM0qKqK1dVV5jq43W6Okl0uF3u4GxsbSCaTkGUZ8Xgcx8fH7PV6PB4A45un1Wpx6Xqv12OhSUmSEA6HUavV4Ha7WcuDSuyJT+Jyud4gGd80qdz2O/p+erK760T1TU6S3yeb5/DMsrdBw2i9Wc7u9ET2NjZvn8iRMk0Tx8fHaLfbHBVOOiZU6kxOCYmN0iRDY7XbbXZiBGFMcHe5XFy1S4UngUCAJVAo7TZ97E6nE++//z4T1icFjumYJidx+ntSQ46Wn6w+ml6eSOs0kVerVQwGA2xvb/OLYn9/H+12m1ORVIZOcwgRZI+Ojpjn9vDhQxweHiISieDVq1eIx+MoFotwu91cIUlR+NnZGaLRKHZ3d9mxI0mYRCKBYDAIQRCwu7uLTqeDTqfD55mkaHZ3d3lOpMIdRVEQi8XwwQcfoFAosMbg5eUlFwlQab3D4eB0Mumd1et1vsadTgc7Oztv8F8I5RQE4Y2AcNY9Nx0o3haFva3NQ6W+zpjflN31WG+LCM0baxaCOM+xmQ7A3pY6MQsEmBxrMrU8vd70/k8uN3kuiMv5/PnzN55fv9/PfMjj42Nks1mm/RC3i6qYLcviAiDKaoVCIWxvb2M0GuEf/uEfcHl5CVVV8eGHH6JSqSCXy+H8/BzZbBZbW1vodDp4+vQp4vE4ZFnG69evoes6tra2mHh/nbMFfM8dLnJwisUiKpUKTxakhPyb3/wGuVyOCa3hcBiyLGNhYYG94HA4jKOjI5RKJaRSKU4bLC0tcVUilVSXy2VYlsVRK6lC08uo3+9z1RFp7ExyHagiiibVWq0GRVHecMB6vR6i0Sj29/fh9/txeHgIj8eDxcVFvHz5kvW4FhYW0Ov1uAprUoT1bVGtWd/PemCuW3f697tGYzeN900te13U9nUml9vs07zx33YyndzGbSLZm/aJgpV8Pg9d11Gv15kwSlU9xWIRtVqNUSCXy4V0Os1pcir4oKCI0F8KFhYWFrC4uIhgMIh+v8/pMpI8uby85JT95D3odrvxwQcfMHo17XhOcjqmz8GsSX3SSaDfDcPAkydPkMvlEA6Hsbi4iEqlwuKoJDkTCAQ4VUFE3NFoxEr3lDbMZrNYWFjAF198gVAoxBxOQRgT5YvFIuLxOFZWVvizaZp49OgRfD4fp0a73S6cTicGgwGSySTq9TparRYePXrEfNNms4nt7W28ePECpVIJ7XYboVAIiUQCxWIRsViMeXeBQIDFnyuVCgKBAHw+H4rFIgRhLJhaq9WQSCSQTqe50IjOUyAQeCMIpUBzOBzi+Pj4DY7Z9D03z8H6ptCjWdv7rpyuWdu6jeN3m3Hfdn6ibd80588b+5s6P7NQtFnO3rRjNT3G5G+j0QjtdhuDwQClUoklmYLBIHMs19fXAQD1eh2xWAymaWJjYwO6rsPlcsHpdMLv9+Py8hLVahUejwe9Xg/Hx8fwer3o9XpIJpPQNA2vX79GNBqFy+XC7u4uBoMBfvOb3yCZTAIAS7zU63UsLS3h/fffZz7XdcUlwPfc4aJ2GcFgkKtzkskkAoEA9vf30Ww28bOf/QyLi4uo1WpMRt3b2wMAbG5ushjZq1ev4HQ68eMf/xj/8A//gIODAwSDQfR6PYRCISwuLmJ3dxeGYcDlcrFiLTB2pJrNJorFIh4+fMgpR0EQUKlU8NOf/hTFYhEPHjxAo9HA7373O/j9fp6QiUtRq9W4PJt0e1ZWViDLMo6Pj6GqKgKBAKNcoVAIgUCA05rTys/X2bQjdRsn67Y2vf6kIzNr7G86wrxp/yfP0azI6W23OWsbs7Y9b9Kct+15y85afpazcdtJmtYl1LZWqyGXy7HEQSaTwUcffcRaMhQ8UJq9WCwyD4hSTpTuIikBy7KwuLiItbU1hMNhAGBRYTKC+hVFufbYZ10z+n7auZpcbvIazIrebXussE/RLwVG29vbyOfzOD4+xsLCAtbX19Fut5lyQAUtFFBR+o94IqIo4sWLF3y+TNPkQhpBGCvsf/7555BlGVtbW3j69ClisRh2dnYQjUbx8OFDiKLIunyBQADRaBSlUomFHOnYQ6EQLi8vEY/H2XmmeYWuBQk7ulwufmmRDEW1WoWqqnw8qqry/CMIAnK5HKMIlHIdDoeM6DscDsTj8Wuf9evmoOnvbhtEzdrG9L1xG/umUfm3He86tOeu632dbV/nFH2dsW+zn7McsMnPpA7w8OFDHpuoN48fP4bT6cT6+jpUVUW9Xmd0PZPJIJ/PI5lM4vz8HE6nE51Oh+9lyog1Gg2IooharQZN0xAOh7kghdKWzWYT7XYbTqcTgUAADocDm5ubWFhYwGeffYZ6vY5Go8Fz3jz7XjtcJOfw3nvvodVqMTT/4sULHBwcYG1tDe+88w6azSZSqRSXsvt8Prz33nsYDofI5XIIBALY2dlhJ8fpdKJUKnFpaDKZhN/vR7lcxtnZGX74wx/i8vISwFjZWVVVRrJImyaZTGJ5eRntdhvlchkHBwcsskYl47Zto1KpcNm5x+NBs9nEaDTCw4cPWfaBNIo8Hg+/0KrVKiMElL4QBGHmC+SmB/Y2E9/k93dBvCbHnrfeXSeGb2IyvO4c3IRGzXOuJr+f1wZp3rmYjPbm7dcsJ+KmfZu1jXkmiiL3BGw2m9A0DZlMBrVaDYIwliGhCYsiy9FoxGRRQRCY20ApclVVWdOJSNaqqrIjdpv7Zl76dN51mnTIZkXUhGzNey4sy0Iul+P+hqPRiDX+nE4nNjY2sLy8jEwmg2KxiGw2iy+//JLlKLa3t1EsFtHr9QCMqQ/n5+fY3t5mkVHSAmu321hYWECr1cLjx48xGAx4Mqf57NmzZzw2yTVUKhUsLi6iWCyi3+9jYWGBKzYvLi7g8/mwtraGer3Ooszr6+solUqwbRuxWIxboCwvLwMAX5dWqwVFURCJRDAYDNDv9zmtWq/Xoes6hsMhp2sCgQCLw5bLZeaQNZtNLvIhcv9Nc81NDtqkXfesTK9zm4DqLvs1vf1p5+S69W5r03SCm57f65yX61Dum9KKs7Y9K3i+zfmYNfb0uLN+nxUsAeNntVwuc6W0ruuwbRsXFxeIRCJYXl5GLpdDv9/H2toaADAybxgGKxW8evWKs1+Xl5cQBIFlU4i+QIEUVUGTw6XrOhYXF+F0OpHL5aDrOvx+P1qtFrrdLgdLz58/x8nJyczjJvteO1yKouDHP/4x8vk8VFWFx+PB48eP4Xa7sbW1hVQqhcvLSywtLaHVaiGfzyMejzMPo1QqoV6vc4RomiYajQYAvEGGz+VyuLy85DZBVKW4sLDAHI94PM6l7N1uFw8ePOBUwGAw4HJ00vppNBqsIaQoCrxeL7cW6Ha7b0zIiUSC0w1Ufkq6Q4qiMBfF7XbzDQFcn/OnB5l6Qs363bZtJgdPc11ucrpu40h9XRTt27bbQPCzvp+eKGeNO2mTL/95keN1k+G8cW/a38n0G3GtiJDe6/UQiUTg9XpZlbnT6SCZTKLT6XCF4NLSEhqNBreAabVavL14PI5sNsvjCMKYrxgMBrmtzDShXdM03t68fZ+sTJznJE+/EKYdrOkGs5NO3aTI6sLCAh+b0+nE0tISHA4HCoUC+v0+Wq0Wtra2WAtQkiQcHh5y6tAwDBweHjIHlFKnhUIBLpcLbrcb+Xwebrcb6XQanU4H29vbeOedd7iZtaqquLy8hK7rqFar+LM/+zM0m0189NFHSKVScLlcrBMmCAJCoRCePXvGCBi9ODY3N5noS7zQTqeDZrPJ3S5SqRQLvPp8Pm5DlEwmEY/HEQgEmFqxvr7OfeqIUE/zH/HLut0ui0jeJM58m6Dvuvti1nfT98dt5415jtrkMzbvGZ/lcM1DWb+OTTs4s/hQN21r8rfpuWf6WGcd+7xjnTWP3RXNuo0Nh0PmMQPj9za9s0if7+LiApIkcW9lyowRZ/Li4oK7wuTzeaRSKe6nSEUfDocD3W4XPp+Pm1e/9957cDgcyOVy2Nvbw+LiIkKhEBRFQTgc5mf34uKC5SoURbn2eL7XDpdhGDg+PobT6WT+QiQS4egsmUzi6OgIT58+hWVZKJVKTP4MhUJcOUWVPZqmIZlMMh+LHB9KsdBLYzAY8OT5/vvvc0phcXER1WqVc75Elg0Gg/jggw+YBNztdtFoNBCNRplMl8lkMBqNmJhKBNlWq8XNfofDIZaWlnB8fIxEIsFRKuWhKSKn6ivgK8dn8kanFwP1yCPS4OTv1BNv0hm7TdQ3OQm97aR5G/suHK632f5N+zVr0rlNFHuXCPuuRvcHOUAks9Ltdrly58WLFxgMBggGg3C5XBxMkN4diW5ubGzwM5ZIJLC6uop0Oo1AIADLspi8TZxF2j6pONv2uJJxUmpg+kVML+55xQSzvrst8ZfmA0KqqX0Xtd6iZz0SiWBtbQ0ff/wxUwqy2Syy2SwKhQIKhQKWlpZgWRZUVUU0GsXm5iZev36N169fsxaYz+dDrVZj9AwY6wYRSk6c1N///vcAgGg0ikgkgnA4zJ0qqMpREASujCY+p2maePjwITtsdCz5fB6NRoMFXDVNw8OHD6HrOiqVCjvGJPQsCAKnYnw+H1d10xxJjh7x94CxRpqiKFhcXHyjwGnW/Tfr71mfb1r+umXfZrm3Qdyml5nlgNzVAbztPk9ua1Le5aZ55bp9p7+vQ/DmHds852t6n+cdz6yxJ+cFRVGwvr4OQRC404Isy6hUKixX0+12WWSZhHoJnW+328xfpGb1uVwOa2trKBaLLPFC1CWn0wmfz8faez/5yU9weHgIURRxfn6OdDqNRCKBaDTKchJUVES+xXX2vXa4bHvcC5GiN+rcvb+/j8FggKOjI3bKRqMRPvzwQybFbW9vc0mopmnY3t7G+fk5hsMhhsMhlpeXEQqFUKlUsLe3h4cPHyKTycDhcODo6Aj7+/vY29tDLBZjp4w0QMrlMpOG6/U6Njc3cXJyApfLhXA4jIWFBRQKBfh8Pu6dSCXwFPETDO/1elGv19HtdiHLMiKRCBKJBBNzz87OsLKywimeSWHORqOBWCw2c2KwLAuyLLPjCLyZHyfnkH6fhVjNQ7HeBhWaZ9ehdN+2ve1kPW8i/qa3C8yWjLiN0zdrWQo6LMvCy5cvIQgCd2AgFESWZdi2jX6/D8uymOtAVb8rKyvcfiYSibAwMCmuB4NBrmizbZv7MtLz43a7OT153T036UDNS6HPQ2UnEbDpe8u2bQ5ASJC0Xq+zxg8hT61Wi7tGkDRDvV7nikxywiKRCNLpNARB4GrPaDTKVXyKouD9999nJGh9fR3D4RC//e1vEQwGOQ0yGAyQSqW4pY9lWfjlL3+JZrOJTz/9FJqmYXV1Fe12G6lUCru7u3C73ahWq+j3+0gmk6jValxotLy8jM8//5wRgkePHqHVasHv92N5eRm7u7u4vLzkTgCKosDlcqFSqWB5eZkrValp9mg0gqqqqFQqWFpagtPp5OO+Tduxm5yoeb/fdtyb0nzfxPwy636lAhNqDE5B8U1IBxkJc0/eyzfNh/T7XVD22zhEkzbLUbsJ0Zp1LWbZvPl01npEX6B3H/U5JVCFnmXTNFGtViHLMneeqVarSKVSLArcarUQj8dxcnLChSskRk5oF8nYUFvA0WiERCIBv9/P4uUUmFFasVarIRgMss7gdfa9drgEQeDI8vnz5zg6OsLa2hq8Xi8WFxfh9/vxd3/3d/jzP/9zXF5eolarwev1wuv1Yn9/H8FgEB6PBw8fPoQgjEunKbJttVqMPkWjURwcHLC2BlUKkp4NiTSSkFq1WmUtj5WVFXg8HhQKBRweHiKdTuP999/Hl19+Cdu2Of23t7cHy7Le6L1EVV2JRIKJyNVqFaurq2i1WsjlclwtqSgKGo3GG8q51GjYtsc6Q9MikZS2JIeLtHPoRahpGhcJvE0EeJvl77LOf25U621s1qRzHTJ1V2frNvpo8ybr6X2hkulKpcJacQ6HA9FoFIPBgCNG0pojcvvKygo7QJNRNRWxdDod2LbNEgPU0L3ZbOLy8pJfSKqq8ouJ7tdpm3bEpiPoye8n9cRmHf+00zX5oqJ+pU6nE5VKBbY97iPYaDRQr9exvb2N09NT1Go1Jtzquo7BYMCii/l8njtbmKbJEbPP52PkcDAYoF6vcwru5OQEo9GIleepXcjm5iZLRdBLxOv1otls8n4PBgPE43F0u10EAgGEw2EOCC3LQjAYZEX+Tz75hBEr27Zxfn7OfR8TiQSnjV+8eMFaYIIgsCO6u7vLUhcAuC1ZLBbDcDjE6ekpHj16BNu2WRR38vpMXs/rPk9e89vaLDTmuufkrvPKbZ042x43Oq5Wq+h0OuykCoKAn//85xwc03ml52eS/0nZknlBxaz9mEaBrkuLztrnyUDmOnRq+lmabhE2b3vz0L5Z6cxZ+z+9vGmayOfz3LqqUqmwqDEhtu12G9lsllFeSivSO/P4+JhThSRP4/F4EAqFcHBwwPtB4wrCGPElzU/iNa6srHCVL/kHTqeTUe7/ohEuYBxZ7e/v88RBVQJOpxMHBwd49OgRBEFAMBjkC0A34uPHj5k/1ev1mBBMavBOpxPvvPMONjY2mIQ3HA5RKpXQ7XaZl0EpTV3XkUgkoCgKAoEA2u02C6QSlH90dARVVbni8fDwkCOfjY0NlrigyFEURbTbbQBAPp+Hz+dDtVrlVANVJwUCAeRyOea/UI9J27ZZaoKicUolDodDVsmnlxJ58pT6pPTjdVHOTd/fZkK7yzJ32Zdvy26LWs1Cu97WwZocY9KhuG7fptNpkxPY9L5IkoTt7W0kk0kEg0HWdiL1ZZpYfD4fByaxWIyfm1KpxETxbDaLUCgEv98PAKxQTk2iHQ4HXrx4wVV8pNwcDodxcnLCEi5kkyjJ9EtlFkp1nUN2ndMFjKufc7kctwSi+USWZZydnUGWZXz55Zesa0UOTaVSQa/Xw+bmJvdPW11dRT6fRz6fRyKR4AIcSrGNRiP0+31kMhmEQiHIssyaX/QyCIfDqFarfO5arRbef/997rRBjiGp4UejUfh8vjcI9rIsM8n/5cuXfB2z2SzLR2iahmaziVAoxI4b0RWIKkGyEZSekSSJkXLTNBGJRNDpdLCxscGNsDOZDM8/1wVc1wVWd5kfvu7zNW+d6fvsNsFOJBKBx+N5w4kSBIHV+icdIwp4iR5CGY/Je39WwDQroLvuHMwaa978MLk8/Tb5zEx+nud03rR/s5DqWY7brHFJ0sTtdnOwWCgUWKT55cuXMAyD5UmokTvJmRAqRdIQRDWigLBarTJ3kwrqALAoOoEgdI1OTk6ws7ODly9fvlG1SD2dZ2UkJu177XBRc8ilpSUoisIIk8vlwkcffcRioUQQJTI9Vf988MEH+M1vfoPDw0MsLy/D7/ezd7q+vo5gMMjtODY2NrC3t4fV1VX+jqBJakUCgCsNVVVFLBbjprNOpxNbW1vc0sS2bSwsLHArEI/HwwT6wWCAs7MzrK+vo9PpoN1uw+PxoF6vc/NYRVF4vEKhgJOTEwSDQTSbzTdIv5Srpp6QsVgMtm3zDUY39iSyRf3e3G43O2fTHJjbRp3fFDo1vb232Zdvym6K/K6zt30B3HVbN0WF0+PSPSBJEiKRCL/cBUHAs2fPkM1mEY/HEYlEmDCdz+dZILTZbHJ07na7sb6+jtFohIuLC7hcLn6JU5stSoupqgrTNOFyuTAcDvHJJ5+wUvvkfk4jW5P7P29Cnjzu6e/mTeaTL7+1tTWoqoper4dSqcRk3FAoxHwM4leGQiE4nU40m034/X6sra3h+fPnXL2XTqfZIfJ4PEzapWi52+2yo3t0dMTFOG63G6qqMleTqj4pPULOLjm6k2RmSqPE43H+l8jBp6eneP36NWq1Gu87ReKHh4dIJpO4uLhg/UL62+FwIBQKMepNaDpVbdE5IZSL+CzTDvP0Ob/u8+R1uYvdFRWj83bbQPI22yE9Nlpu0kGZNEK3bNtm9JOep8l1b3uubmM3HfN1CNVttj3tHN60H5M2jbRNfk/rEP2H7g0SH6dq4OPjYw6IPB4PyuUyotEo9vb2+H1NPVLD4TACgQAT3anJNd3/5BeQDA49Z81mk30PWZbxox/9iBUFCoUCAoEAI9XkZF9n32uHi7rVNxoNbG5uMnmUom+Hw4G9vT1sbW0hm81ypeLFxQU0TUMwGEQmkwEAbGxssGja+++/j1arBVmWkUql0O12EY/H4Xa7cXR0BIfDgaWlJRwdHUHXde7d5HA40G63EYlEcHJywi0DqFJxf38ftm1ja2sLXq8X5XKZHcJqtcpq1QRTtttt9Ho9dLtdrsSgB4+Oe5K0TH3bCLEql8vcToS4N1QoQJVLJDUBgLkntm0zp4bQDfr9NnbXCPOuk+l37WDN2j79+zZO19tsC7iZrDprvduggbMm3OFwiG63y1W+hUIBa2trnG5KpVKIx+N49eoVI1bpdBqHh4dwuVxot9sIBoNcCRQOh7nizev1IpFI4NGjR6jX64yqDIdD+Hw+2LbN8hLAbHTrunMzffzXncNZjhc5nW63G/1+H51OBx6PBy6XC/V6HcPhEPv7+4hEIqjValhbW4PP50MoFMLFxQWrWi8uLvL41K3CsiwuVa9Wq9B1HZlMBk6nk8dWVRWNRoMFVomwT+rXqVQKsizj448/Zr2/xcVFLvoZDoes4WdZFtLpNH7wgx/g7OwMpVKJ55ilpSWEQiF2rKn6kKQkKD16cnLCKLzb7cbi4iLa7TZrGBLXyzRNziqEw2GuvKZrOHme7/oC/qZQr5vSgLcd9zqH/brxZj17s5YhoeDJYoO3nfNmIVmz9m9WQDL9edayd9mPeePPslnnatIJI5kGYCyITO/qf/iHf4DP50Mmk0GpVGLZFeIlP3jwABcXF6yHRyhiq9XCaDR6A9EOBAKo1+uc3SJ0v1KpcGUuZbSIgmNZFuLxOGcXisUiO165XO7ac/S9drgItaLu4BQxEpxIvcjohL1+/RrhcBjpdBpHR0c4OjpCLBZDOp1mDkK328Xp6Sk0TcPi4iJevHjBSFAoFMIvf/lL5PN5nJ6ewuFwcLRq2zbC4TAqlQqXllIU32g0IAgC1tbWsLKywg2pbdtGNptloiulOymd0uv1UKvV4HK5WFFekiSWsahUKvD7/dzzTFEUZDIZTjk6HA4Ui0Um54dCIc5dG4aBarXKGjx0cxOiRZVipmm+4XTd9IDdZWKc/v4mh+66F+y0zSOTf5OO2rftbE0a7fusbc5zNm477uQ4dN7cbjcikQi36Mlms0in0yiXy9wEOZ/PM7KVzWZRrVbh8/ng9/sxHA5Rq9V4EszlcojH44hGo3A4HJzSFgSB2215PB6epGaRisnxIgSK0KFZaUM6nmlkQBDe1OCaPqeE9BmGgWfPniEYDLJAcTqd5h6QqqoyOmRZFuvrfPDBB5AkCa9evcJgMMDu7i4+//xz1qyilMSPfvQjfPHFF1ymTm29XC4XV0X1ej3E43EsLi7i9evX3HKEgjlqzvvgwQPmp5JyP6VLZFnGs2fPIIoiEokE+v0+O7+ksUVc1l6vx/IzoVAI1WqVVbkpvVkoFJh7JMsyO56EbH744Yf8+2T7sts4WNc5R9P36qzPtx17ngM0nS67zbjXfX/TcdyEplGPUbrfrxtr+rd56fabgpR5yPC8cz8LsZu13XnP6F1tcmz6OxqNwrZt7ryytbWFTz75BIFAALu7u1y1mE6noWkazs7OmL9MWpmNRgOpVIpBEk3TWOqJ+iRrmsbamCRublkWNjc3ud/pxcUFq9rv7e1BURR0Oh3uwEHI2jz7Xjtctm0zabTZbHI1DkXQq6ur8Pv9LPu/srKCRCKBWq3GpFJqPHt6eopIJIKdnR0WFX39+jVXIdi2jbOzMyQSCWQyGcTjcRQKBe5ETlVJ1HZjaWkJe3t76Ha77FRRarPRaPA+kJihIAisMu/1ejEcDtkrz2az/BIguQcSSCVBVxItzOfzkCQJTqcTgiAgm82yfghNgIR0UYUSEQQFQWDSPXFu+v0+d0Cf9SBN210nxWkn666R723Hfdtx5tl1vIW7jHFXp22eQzvPEbvN9Zhcd5KvR22qut0uV8dR78NwOMwk99PTU/T7fUiShH6/z44TIbTEZcpms1AUhRXVg8EgvF4v2u0233OUtiJiOYA3mlNPHscsp2v62Ge9eCbvjXnry7KMUCjEYsgk02IYBpLJJE5PT5l03u12Gd1qt9sc8b733nv44osvYFkWzytPnjxBIpFgIm8kEmH+mmEY2N3dxerqKnq9Hg4PDzk10uv1eIInTuj6+joXzAyHQ+7VRs8r9TksFAo4ODjA+vo6ut0ugHH1W7lcZic4l8shGAxyqyYKMAEgGAwikUiwyrxt21hZWUEul0O73UY4HObAl1Axavw77xmZd1/e9OKm7+8S+N12TpqHJH3dwOptkbRpJ/G2c+9Ny00ufxO6Nev5mT4f1WoVkUiEgQkaZzIdOmvdeX/P2o9ZxzltoihiYWEByWSS23OpqsqSToSkUycEQnFlWcbOzg52dna4OC4ejzPPi3qM2rbNmpu2bb/By6TWV59//jk+++wz7tBAVddut5srHjudztxr8r12uDRNY1HFQqEAYMwloH5m7XYba2trKBQK2NzchN/vR6FQQDAYxOvXr7G8vIyFhQVWUiauFp0UqigaDoc4ODiAbduIRCKc5vvggw9wenqKVqsFr9eLwWCAbDYLj8eDWCyGX/ziF3j16hVPSqS9Q6RZEivsdDqct/d4PDg+PmbeFL0cKGrM5/PQNA22PW5fYJrmG/t9dnYGn8/H6vokfUFl7JlMBsPhkCHUWCyGcrnMJFeakG3bRqFQQCqVQq1WY4eL7LYR69sgYtf9fpuJZ3rZb8Pu4hhetw93ddhmTYbT48zjiczar8kJ1bZtqKqKUqmEYrHI7SqonYxpmiyCGY1G0Ww2US6XGVUhHgNpalHFGqXnXrx4gXQ6zd0VLi4umIxPnELSmSL+IBGJJ687pb4B/IkA6uR5mRflzzqX0+MTytRut1mbjBAl0s8yDAPZbJabS5MEy2g0QiQSYTSZJvbDw0OugqrX69A0DZ1OhwtqvF4vnj9/zi8OeuYI9er3+1haWoKu6ygUCjxP0bFVq1UAYCI8vSAcDgd2dnYwGAyYXzVZUU08sXa7zYLPJJhKDbHj8Tgjltvb2yiVSjg7O0M6nWZydygUQqFQ4HQYFUxM33vzUJbrHLPp9a9Dkm667982qLvOofm6yM1N+zJvLp2XIpy3P9cFipPpupvQr8m/6Z0RjUbRbrfhcrkYNCD6AdkkUje9D9PdOabn75uus9vtxuXlJbrdLorFIv7mb/6G0eXf/va3WF5e5vd5OBxm3UFCllVVZX9hcXERT5484d6ptm3j5z//OU5OTvgep9Th4uIinj59ClVVkUgkcHp6yoDI6ekpByrUf/U6+147XKT/43K5uDqP1I63trZwcnKCV69eIRKJMFfKNE08e/YMoVAIX375JacvAoEAUqkUOp0OSqUS3n33Xdi2zR3CKZqnSY6UbCdhSCrdpkrDcrmMd955h2F30usiMqzf72ctn1AoxBVJoVAIpVIJ/X4fLpeL0Shqo0EOE6EBiUQCAPDixQv+nS7y+fk5I1f0knC5XDg7O2MtEVVVEY/HmbAfCAS4jJn6yC0uLrLwK9n0DT8PVbqtozbPZm3nOidmniPyXdptos15EeNtxr6NEzc5gc5bd7KUmyQKbNtmtAMApwlPTk5QLpeRz+fx+vVruFwuJBIJDhAoBb20tIR0Oo2FhQX84Q9/4DSaJEmcRrRtG263mwtLFEVBq9VCKBSCw+FAuVxm/g/ZNImYjm1a/uG2zpYgCIzoTZ4TWZaxurqK3//+95zSabVaWFlZYSV+KkR59eoVYrEYfvrTn+LZs2ecdjAMg/mbJMq8vr6On/3sZzg+Psbi4iJUVcXTp09ZPuPhw4cIBALY29vDH//4R24BZhgGEokEHA4HfvKTn3ALErfbjWaziVKpxBG7bY8rtek8NxoNdmYHgwGLJVOfRHKOqE3JpBQGzRe2PeZ00jy7t7cHl8uFH//4xzg8PMRnn32GxcVFdpI1TWMNrslrNeseve7v6z7PWueuSNJ1L/DrnJabjuebtusC13lzwU1O7azfrzuu69L2hJBGo1EcHR0hk8nwu4m6EEz3RZ3nCE7v7zyb9YwLgsBc6J/+9KcIh8N47733oGka3n33XayurnLqnig/29vbCAQCuLi4QL1eh2EY2NraQiQS4SKTaDTKiD4heaQe8OrVK1aYPzw8xPPnz1Gv1xmxVlWVHb3Xr18zZ3yefa8dLtsek2trtRqnvmKxGERRxO9//3skEgk+8N/97nfQdR1ra2sIhUIsAvj48WMmzVGKYGFhAYlEAh6PB9lsFkdHRzg8POTJptvtQtM05HI5pNNpfPDBB9wKgMpMSUdncXGRo0qqWqI0TTAYZCSORCcFQeBJNBKJMD/Ctm12tARB4CIAt9uNRCIBSZK4isw0TdTrddYHoqg7nU4DGN+suq4zTCpJEhNfSaNL13VOqdD2q9UqQ7LzJrnbTEZ3mZzuOonO+u0ucPXbjnnb9abtNujLXcaj3+elyuaNZVkWFEVBOp3G5eUla8utrq6yMCkFBuVymaUTSGVZ13WenJaXl1neYH19nYtBUqkUV9NRA3iSXUin0+w8UQrvJpt+aRDaRb/dhETMug8o3V4qlViklaoCB4MBK+lTNwvSLqO0/d7eHhwOBztVNFlT0cvKygo+++wz5mZS0YsgCPj0008RiUSgaRqjadSA+i//8i9hWRZ+/etfY3l5mVsxbW5ucsl5JBLh3quKojChnvrG7ezsMLpWLBYxGo04tdjv9/HgwQMWL81ms5BlGU+ePGGuC6WUyVkmBI/4M8QTJVL/bRCaye/vMpfcJYi77e/T99O35UTdhIZN36PXOVy32c/bBmjX7du0xtYkOq4oClZWVjgV1+l0cHp6ilAohM3NTb5PqN/vTQ7idfs7D5UGxgDM0tISPB4PF6EEg0G0Wi388pe/hCAITIQnRYBSqcTUBaI+LC0toVgs4h/9o3+ESqXCIqjBYBAXFxf4x//4H6NQKMC2bWiahtPTU3g8HuRyOaysrMA0TQyHQ4xGI+7FSpwwStPPs7d2uARBWATw3wNIArAB/Gvbtv87QRAiAP6fAFYAnAH4r2zbbgrjs/bfAfifARgA+K9t23587c5dkW+pHJk0g2hSISVYAFhfX+cKqFqtxiRPgtGJNE9ip0+fPkU2m4XX60U8HofH48GrV6+4HxORaQVh3NR3aWmJ2+C0222sr69jdXUV1WoVgiCwqKDX68WjR4/w7NkzNBoNDAYDbmZL1T/kJOm6jnK5zKgUcbji8ThGoxEsy2LHkHLL9HKLx+Pw+XwoFArcwoD4Iuvr6xgMBlzZaNs2R/KqqnLfKKpQI6g4HA7zvl1d47eazO5wD731umTzIrPp7cyK3Obtx12jsevsumO7aZK8i9N509j0LFWrVe7tpygKjo+PucCCqmcJQSXRXHIc6H58/fo1nE4np6eazSZXDEmSxJwtqvzx+/2sPt9ut3FwcIDd3V1uGXPT8U1ej9u28Jk13uR9QO1AiNBOz1Or1WIEOJPJ8Nzzxz/+kauUM5kM90hcWVnBYDBgravPP/8cGxsbrKsVDAbxV3/1Vzg/P8erV6/gdDpRKBSQzWYZRff7/fi3//bfYnNzE4ZhIJfLsRwMIXQ0X0QiESwuLnJ/Wbo+6XQasizj+fPnLB1DvKtJNIqoDZQ6FgSBpW56vR6SySRrfDWbTV6XigeI9zlZ/j7LqaJ05eS2p6/r5OfbLHPT9Z1l84Kx24z5NkHR9Nh33fdv2imcdfy3PXZajuREqEgrm80yygOAMzWk23ZX53HWPk7uK/1ObaoEQeCir+FwiGg0yr0WbdtmaSSSfqhUKpylevHiBS4uLrg6lJA76rDws5/9DH6/H4IgcCEJNbj2+XwolUos5UTdN2h/ZVnm9Os8+zoIlwHg/2Db9mNBEPwAvhAE4T8A+K8B/H9t2/5vBUH4VwD+FYD/I4B/CmDz6r+fAPi/XP071widqdVq/B3p25CY4uLiIhYWFrhJNaUDJEnCu+++y44MravrOmq1GsrlMg4PD+H3+yGKIk9k1Gl8MBjA7XZjc3OT+VUvXrzgctFqtYqzszMEg0GOOFVVRTKZZKK/LMuIxWLMw2g0Glw1Qf2aBEHgF5dlWSxnManDQ9y0eDwOTdPgdrsZ/SNkjDz+xcVF7q4+HA6ZF0L8m93dXRweHgIAV2eEQiGGhe/apmPW53nf3eX329ptoudut8vaY6IozlU5JxNFkfXXvo7dxqG6TaQ3b/3bLguAU4KapiEQCGB/fx+Xl5e4vLyEbdvc9JhSTJP8JKfTyRVygUCAuYXlchlerxfJZJKFUenZi0aj/PIWBIH7hhqGgfX1da40vsnppvM0i6BL313HA5n+js55v9/n+6Hf78Pv98PpdCKfz8OyLIRCIQ6Wer0ezs/PEQqFsLi4yMdIQonEBW02m9jb22MqBI1/cHCASCSCBw8eYGVlBX//93+P7e1tPu/EnyMUq1KpYG1tDalUCsVikauWiQ9n2zZXGhOvhJylYDDIMh4kvEmiqJeXlwgEAtzOiSq5CJmgooZQKIR2u41yucyyHrTdtbU1LCws/ElgRqlLOr+mabLzSvfArBfudZ9n/T0rGLqrw/JtIVu3HX96f28TdNzW5jkvNy0/fa4m50d63zgcDvj9ftj2mF9MxSEkZ0LyJpPX57b0j+n7Y5ouMUktoH1ZWFiAIIw5kNPbAsCk9ml9uWAwyNJORJ4nmk8gEMDx8fEbzxnNW4IgoFQqQRAE5k5P9jQeDAbfXkrRtu0igOLV311BEF4DyAL4GwC/vFrs/w7gP2LscP0NgP/eHp/BzwRBCAmCkL4aZ67t7u7iyZMnrMdBzSpJ9LPdbnOUR8rJsixzpJ5IJFCtVnlCLRaLrE+1tLQE2x4rNZMuEbXcoZtMVVXouo5isYh+v4/V1VUsLy/j/Pyce6+FQiF88sknDGeWSiW899573J7H5/Oh0+kwAVmWZeaK0XZ6vR7zXYjQS4T/Fy9eYDgcotfrwePx4PDwkFEwSZKwurqK4XAIj8fDzhswflBI1djj8eD09BSyLGN5eRmVSgWXl5ccmTgcDpyfn2N9ff0NYVVK5ZLddXK46UV6k70t0jQp5lqr1TAcDjmdGovFsLq6ysc5DaUDYJG8r2M3RXPXRXw3HffkBDV9DNPOHDkOp6enKJVKKJVKfN+RfttgMOBJTZIkOBwOfnECYEVlar7earU42gTAwY6iKEwiLxaLnHIbDAa4vLxkGQLav2nO1uT+Tx7/NLI1mWKc5XxeF2UTH1SSJH5JWJbFVcnxeJx19169eoX19XX8/Oc/53V+8pOfsD4ZANa8GwwGTMBvNpsIBoPY3t7G8+fPWd+s1WoxWkVE9lQqhXw+D0VRWPePRJpJIJNSoe12m8cgHifpBNZqNVxcXECSJMRiMQQCAW43Vq/XoaoqBoMBUy6It0Xcu42NDQSDQYTDYTQaDRQKBUbRqDcrnS+Hw4FGo45gMASHJKHbqMN2yIjH44yuE4pKHQwMw+D06nUv4ZtezLPu8Vnr3FZX8KZtzbLbpvC+iW1N/z4vZXdTin3WupPnc976uq5zyxsAnG7O5XIcwBaLRYRCIX5X2LbNMkzT0kTzUMDpAHQyQKJnhjJaFGwQD5EKbeh3URRZRT6ZTHK2BxhLu9AY/X4fP/3pT9HpdLCysoJWq4Xj42MEAgFUq1VWraf5hqhJVNwCAOVymQENKmyZZ98Ih0sQhBUA7wP4PYDkhBNVwjjlCIydsUlVsMur7+Y6XA6HgycKkjzodDro9Xqcpw0EAlhdXeWJpFAowO/3IxgM4vDwEJubm1hcXOQHn0QP/X4/Tk9PGSK3bRupVIrJq9QU+/DwEF6vlyNSQsxcLhfW19dxfn7OMKKqqmg2m+h2u/jDH/4Av98Pn8+H9fV1HBwcwO/3s/SEbdvwer3c7LbX66HdbnOacbJ/I+n7aJrG+j2SJHEPN9u24ff70el0cH5+DofDwdogVI1EXK1ischlqyT+SutQE046F8Q1mVRSvs1kOG1fR8Jh3kRwk02WrK+urr7hPIiiyKjn9IM/GS1NtkT6JmyW9MH0BDhvMrppueljmeZ4dbtdKIqCQqGATCaDbDbLFbX0ciWpBILQI5EIN2S/uLjAcDjEe++9x1xDn8+Hw8NDeDweTkNOppEajQYuLi4wGo3w4MEDFkztdDpvlJjT/s47lunjnZyIJ3lds87ZvEmeKp3D4TBqtRp6vR5Lq5AT0u/38aMf/YhJ651Oh5FA2udarcZVyaTJl0gkuMVWo9FAv9/n8Z88eQKv14svv/wSHo8Hg8EALpcLDx48wCeffMICq5eXlwDGKcBut8sCxuFwmFFuURTx/vvvcw/ITqeD5eVlXF5eQlEUPHnyBDs7O/jggw9weHiIUqkEURTRbDTG50BVITscCPr9eLC9BY/bDY/LjUapgOOXLxBxu5CNhNDtdKD3BoimUvBYBi5fjztr+H1+2JYN3bLQPz2DO7oGOzx+dgg5pyINr9fLPRdv0vy7K0I0b52vgxDNc3DuEiTedns3zakUKE6uMymYOrnsZOA1uS/XBSDTy07vU7/fR71eZy03t9uNZDKJs7MzxGIxOJ1OFvel9ei9WqvVEIvFZgbtk8/xrH2i36jvb6vVwmAw4Opq0qikohFVVbnYpVAooNFoMP2GdAIty8KXX36JhYUFAMDCwgL29vbw/vvvs3NGnR3y+TwcDge8Xi9rEwqCgGQyiUqlwk2tO50ORqMRB6/X2dd2uARB8AH4fwP439u23Zm6UW1BEO4ETQiC8C8B/EsAXIJO7SoojRaPx2GaJvx+PzY2NpBOp3F+fo5+v4+trS0YhoFUKoVAIMA6XaIoIhAI4OHDh9B1HfV6HZIkYWlpiSHEo6MjhMNh/PCHP2SOA8GoDocDn376KarVKra2tvDOO+/A5XLh9evXuLy8ZA5VNBpFrVZjzsv+/j6SySRCoRD+6q/+Co1GA41GA8PhEJlMBp1OB8VikVuf6LrObYko4i0Wi4jFYmg0GohEIlhbW+OH8OzsjFVzKW1GJejEISHNr06n80Y10mR7FSofp0a2pJs0mcagqrKbJoi3nfy+SWh9ch1CNCZ7903bZOHC9IvhrujaLJuExKe3+zZj3RR907aodPvk5ATNZhMrKytYX19n8UtysIHxeaK+f6T1RlIOdE/RhNvpdBj9JPXmZrOJtbU1RoyIWNvtdvGrX/0KuVyO0d3d3V1OP0yfl2ly/HXHPp1qmLXcdKQ82UiYytwpuDFNE+FwGHt7e/xi83g8yOfzzLna29vjSkWiIbTbbXYsTk9Psbm5iXK5jNPTU5bYoKCw2+1yOyHiQ5EAraIo/BKrVqscXTscDhi6jlQyif29PXgUBSKAVrWKXqsJ0zAA20Y1d45kIIjlWASRH7wLQRDQL+YRczqQ8roBy4Ioy3DKTrgUF0YjDQFLQjdXRW2kA7aARqMJN3zYyGyi0+6hVzHhdPogqEE0egZ6tS68Pi+COyvQVQW9QQ+GIwWr7UC1VEUwHuQUDDmHNIeSvc2zfpPzcNs55qbn+U7I+/T3U5/tiR9se/zZhj3+XgBGsDASbBgSYBHKLgjjJUQRoiTi6OgEtUYDLrcbgihi6JbwMJJG0vOVBME8dPu6Y5vn8EwvS8VWBwcHWF5eZoX8cDiM09NTPHz4kJ9lcpAm+dI3bWfWMQDgYIQU3imzRRpxsVjsjYKvcrnM39PyNOfk83nU63UkEgm0Wi2cnp4yShWPx/H06VM8evSI2+5RcVy1WoVt26wuQAh2tVp9471PTuC3WqUoCIKMsbP1/7Bt+/9z9XVZuEoVCoKQBlC5+j4PYHFi9YWr794w27b/NYB/DQB+v9+mFCFxFUg4dDAYYGlpCYIg4Pj4mEnpFGEuLi6ygBk5GuTVrq+v4/LykquP1tbWIIoik+c+/fRTpNNpZLNZCMKYf/L69WuWj9jf30e73cY777yDBw8ewOfz4T/8h/8AXdeZ15FMJlkVl7xuiu7JiZMkCTs7O7DtcVk2STZQQ1zbthk96HQ6XCzg8/m4ea7X62VRyng8zjAuIWTEU6vX61yaT2KppFXSaDQYhZjMW1OlR6vVYkSNHui3Qbpus8zbOFdf16adocleWt/EPl2XOpyUPJh28ibTnLdBvWaZIAjw+/3IZrNwOBysKE9BgGEY8Hg82N/fZxSVrn21WoXL5WJR4Vwux50eyFnxeDyoVqvY3d3FaDRivkO322UtKupXSKgi6XDNS41M8winHaZ5Ufm8czM9lizL+OUvf8myEMS1ovREp9PB9vY2DMPA0dERvF4vB2vpdBovXrxgFInSFZSmI+eIUK2A34+FbBatVhPtZguJRBxhvw8XV02y1zJpSKKIbreNlN+HsMeF5cgYZVRtCx7ZAc/CeB7yWDaEVhfvLKzCKSvQRhpCgheWpcHj86LT7sELH/SWhaefHCIRT6DX7yN/PO7dCC2MTqeNfkdGfaTC4xXgC/hQbWnoD/rQTQ2mZcCCDZ/fh46kYujWUEcbUb+EttyGP+qHCR3lQRFBzY9H24/gtdyQG2M0uFSqQHSJnMJfXFxkWsN1iOys794atRIEADboFrBBjs9VM2b6Tpj8ffy9BRsWOURXv1nC5GcbgHC1zPhvYWIM8rgEdr2+WkYQvnLIBEGACAFO24DllCDYEpyiCE1VIVhjz0wwLQimhaDiQTjjhQBAFETA5UTY5Z1z6LPTc9PPxTRKPL3s5PNE0kokzPvgwQN+blKp1Bv9DmkdKtigAHZyH8goXUlcKEEQmA5DHFJ6Lim7RHzKUqmE/f19ZLNZFAoFtNttLCwsoFQq4eDggAEaSZLw2WefIZVKYTQaoVQqQdM0+P1+PHv2DOFwGKVSiSVg+v0+9vb2GBkjahIV+FDLPVVVmfs9HA6xsLBwowYX8PWqFAUA/1cAr23b/j9P/PTvAPyvAfy3V//+7cT3/40gCP8GY7J8276Bv0XeMkXZi4uLfIGazSZX6FFpuiiKeO+997i30osXL+D1ehGLxbC9vY2TkxOIoojHjx+zMChJMxQKBUSjUUiSBFmW8ejRI87NFotFFv6jSqVcLsfqze12G8CYnL20tATLspDPj31JkqdQFAV///d/j42NDXS7XXz44Yfo9XqMLNXrddbSIm+9Wq1iYWEBjx49QqvVQrfbRSwWY+QrHA6zthg1I6Zm1nSD5nI55nQQaVqWZYZBSYMrmUzy7ySeSk2Hib8zce2/EWj96yJXk3ZbFGryxU3rTR/P5AT0tlVxk/t1U3pi0vG6CdGZ9f28vy3LQqfTgWVZXHkGjCUbZFnmiXA4HGJ5eRkejweffPIJQ/MAuP+eKIoc3dKkaJomzs/PkUgkYJomB0KNRoMn54uLC36GSYcumUxClmVGQWbZTedhsmKOtKyoDRdN1FS5NGlU7by/v8/bEQSBOZyapiGbySB/eQl1OEC9WkE4sA7JsmAMB2iWihi1W0gFA4jFonAYGpI+D8JBPxJuBZ12Gx63B/FYHMpgCMu0ELJEKA4vMqkQ1tbWsb93gBACWEwtQ9cNaJqO4cBCMBzCenobhZMKqrUaWq0xr8TntlAo5IGQApfHg+5Qw/JKHB6HiL3zU3R7HTicMhyyBGNYRSgcQnPYhFN2oaxVEAoFEc6G4YICo6ChJTXhk8aVibFEFCZ0jPQhTHF8DfP5PJJLCZxdnsK2bSytLI65Ok6ZnUnDNPicGoaBdqeDWrWKtaum5k5FQTyZgGFZMBnRGTsfXzk4Ywdl7PwI7ObYwldOkvUGhiTAAibcoat7A3jD+ZmGncTxqmMn5moZUbhygq7GFa/WFgQBDnKQ8NUyb3wWxnAVrctO1J/exteaIAiISC60jbG8gDbS4LSlq3Py1UGsprNz5yBKZQHg5s40n7yNwzoLFaaK062tLdajCofDiEajGAwGrOkWDoeh6zqGwyG/QwuFwp90JKBjoVQlKQ8Qqk0aWF6vl9HuXq+Hi4sLfPHFF7Btm7mNjUYD+/v73FuYwINsNsvcwfX1dVahJ0cum82i0+ng6OgIS0tLME0Tjx8/hq7rzJUmXjQ5g3S+aX6hYqJMJoOFhQWcnp5CVdVrz+/XQbj+DMD/CsBzQRCeXn33f8LY0fp/CYLwvwVwDuC/uvrt7zCWhDjCWBbif3PTBgjBISEzUnInnSAinlJTZ5p89/b2+KKbpok//vGPWFpa4v6JlUrlDbkGURxHZLlcDouLi5AkCYlEgtMEJAD54MEDHBwccHNLQpnW1ta4Kufy8pKrs0gs9ezsDB6PB+vr65x2ODs7QyaTwcnJCSviUhEApRfX19dhGAY36+52u+h2u9xqgNoJ5PP5N27qpaUllMtlLl0VRRGxWIwV8okk22g0sLOzA4/HA13Xmes2Go2YcEhO4G2dLLKb4P+3sdvuw/TkNC+ynvX95It9nqN0132eHGMWtD7rmHRdZ44VoV00+UxOptNjTn9Pkh/VahWdTgf1eh26rsPlcrHDTd0V3G43stks30+1Wg1OpxOGYbBjFQqFeBImor1t29y7r91uQ1VV9Pt9fga9Xi+nJf7sz/6MqQLzjn3edaYq3l6vxx0nqtUKHA4Zuq7Dd5XKdMoyopEwkonEeGI2DOjaaIx0tzvodTvwwUIwGka71YKhjaAAMCHAEwwj6Q2g2tMAZwDZ5TCckgsKXGie1NGw6ui2hnj04Ifodns4OjyG1xuEpIXR63RgjwSUm30Muh1UqwZUTUVfbQKigFBEwfPjU1yUiwgE/fj45ecIhoJwOB0oNItIyHFsxLbhlJ1QFCe6ww46zjYEQUByN8FSHXp/hIvmOeqNBmzLgtfvgzpS4XB6YY5MDHUV0WQcsltBMpOGqg5Radaws7OLUrOO9MoSYok4NE1HrV7DSNfhCPthqCpUpwRfNomRR0YglIXiGmu3tdodOD1uXFYqcAVccMp+KEtJlAUdpWYJUkBBdvEh6v0+NMtCKJ5EVR2h32rCOZAR8Afg8/ogCmO/SxBEdl5EAKIAiFcujQD6++p+wNitGTtOAoikMnmHCIJws8MzscBd5qVZvC7MQZnvOt8RGjQYDN6gF8xDsafHJw0o4qWS3uMk/WMekjx5fNNz3uS/siyj1Wohk8mgXq/j4OAA6XQaqqpyBxiiYRBlgKr2qR3fZIESMO4iQ1XRlI0hOYbz83OudDZNE9VqFZVKBRcXF9wftN/vs6O5s7ODZrOJ169fY2trC6enp1wcRdyrtbU1dLtdFi9/+fIlFhcX8YMf/ACVSgXPnj1j5YDl5WUUCgV2uEjPkiqDSX/r3XffRTabRblc5v6MrVbr2uv9daoUP8J8p/6fzFjeBvC/u8s2RFFkDlKn00Gn08Hq6irK5TJcLhd72EQiJ80u0uE6OztDOBzGL37xCyiKglevXuHy8pL5T61WC6Zpcu+yWq3G+jYfffQRBoMBEokEtra2UK1WuYHso0eP8D/8D/8DV/j99V//NX7729+iXC4jEomw+jMRGyfhR8uyEA6H0ev1cHx8zPtAmiY+n4/33+FwcGdzQfiK0K1pGhcTZDIZpNNpnJ6ecoVQvV5nzTIiSmuahlgshnA4jOPjY3i9Xm4pUiwWsb29zdAutTYhh7bX6yGdTr/BwZi0uzpj38YYN6UibrPevHXvsm+TkP28bc1Cb6aXNwwD9XqdHR5qMl6v1xmJnZ4oJ8ehfaZokYjsBwcH2N/fh67rOD09xcrKChRF4YITSr2Tw0SEVWCsP/eTn/wEz549Y0kIukc7nQ4ajQbz4DRNg8fjgSzLkGUZ4XAYiURi3EQ2mYRDkqADEGwbsCzANGHrGqDrEAwdgqYBsCHYNmzLwkhVkb+8RK/bRaVcgSRK6Pd60EY6Aj4/hu0OZH8QTlmBqLgw6Lewd1iBKDkgihJkWYFpWtB1A6oqoVU0oaoDaJqFhaUlWLaNaq2Kni0hbHqwuvMD/P6Pf4Db7YLPLeL54Wusra/CH/CjOxjhj2dP4XIrEJMOlLtVLK2voJPvQlAFODUZ+XoBbXQguASkshnYAOrqGAmPrCXh9njgwwCWKMIXjSCkALLPh4oxQB86urINZyqKriIgkUxBUZxo9vuwHSJSK5tQtRFi6bHuniDL8IoSREmCbOiAwwFLccEMebG0sIBKuYzVlRVc5nIYCCb6owFOvnyKpYUFyG4XVF2Dz+tDq97EQjiC+kBF47IIy7Tg83lR2j8ZB6r9PKKRKLYW1tHv9dDYO4VvyUBIBxwOAXq+hqCiIByOQxIkiF4PRH+UUzuiNa4kczgckETprZ6v8Qo3/PwNBnmT490Wfb7r2Lqu/0lBzaxtz5pT3G43p/IDgQAKhQJ3E6D5ep7zNv0bXYfpfXG73chkMjg9PUU+n4fP50Mul8NoNMLKysobaUEq4lIUBeVyGcViEUtLS9yNQhDG8gm5XA6tVosRpF6vxxJLvV4Py8vLnMna29tDo9FAsVhkagKhVOfn5/jd737HNJ1Go4FoNIp33nkHvV4PrVYLu7u76PV66Pf7KBaLLCheLBZxcXEBYNy2iLIAJBtERTLUps/j8bB0SzgcxqNHj/Dq1SscHBxwUV4kErn2en+vleYNw0Cr1UIqlcLu7i6ePn2KP/7xj6hUKlz1Qk0lyRumKsRqtcqpiy+//JLHpN5gtVoN8XicvWqSdADGzVwJGVBVFScnJ6jVaigWi2i32zg/P4dt2/jZz37GUCbBir/5zW8YLaDKQMMw+CYhXTFKbQBAKBRibhW9SKmTOfVHFIQxl4ygTuoNRURGWZbR6/WQzWaZXE/ExdXVVezt7XEOmqoTyVmNxWK8PinoiqKIZDKJfr+PVCo1syoG+HbShv+5bRLpuiuyNT05TxO5b1qPjKr4qDAinU7z/UIifJOVSzTG5HaJv0iSINTA/fnz50zGPj4+Rjgcxmg04jTg2dkZWq0Wn4NwOAwAaDYa+PSTT9ButzAaDqENhwgGA+g1mxgN+ogH/BAFAQ59BCgyvB4PlpeW0Ov24HG74NY0BN0eeDUT8siErAuQWkNohSYGXQuawwnDMNG76EJTNYiSA4OhCklyYDAcotsUUCwOIDmC6AwHaLRMGJaFkW5CN53oNQeQnBogdCFIAkRZgi3YCEcjcComdFPHSNTgjwewln6I07MzdCpldGMGQpEwTE8HA22EXsyG6VXheyc9FlEE8KP3ljEcqSjWaghsL0IdqQhEo1BVFenIA2huN2LB9XElsWEiaZrjKHkwQCibGavXe4NwORXEojGcHB0hEAqONb+CIfTaHUimjSeffAZd02GZFlyKAn1kotnXMOj3YZkWgoEAWt0RstkMDo8v0W214L6qqqQ5sN1uozoYoObxIPpzCUFRRAxOdA0RjaGJ4lkeQb8fzfM8dyAwNAuybiIou9CHCLfPOxaOtIB33nmETCYz7sLRbuPk6IiDv4vzC9b5UhQFmUyGX/RUgEPBJwnpzkp3zUSRbvGc3GaZ2459V3vb8Sb3h5CTm8afR00guQZN0zgQJ70p4gnTPAJ81bN3mtowL2Cl5UhM9PT0FNVqlQELWZa5iX0wGOTt0HuPCnAmzTRNFlze2NhAOBzm9QzDQCQS4SKw4XDIFcNEe/j888/RbrdxfHyMeDzO8gxEzwkGg1x5/e677wIYB4uj0Qiffvop93alfqZer5f17gjBIlUE2vdQKMSyN/Ru/P3vfw/LsuDxeFhy5dsUPv3WzbZt7lP0+9//HuVymSeVXq8Hr9fLiteEXFH1gSzLeO+997gsORAIcIscagNErTEA4OLiArY97jEXCoW4Zxrpe5Fafbfb5ZLQ58+fY2FhAV6vl9NwdPGHwyGSySQCgQBXHjYaDb6xXC4XQqEQi6ISN4K0i1wuF7cZ2dnZYYeJGs3SGNVqFZqmodFowOfzIRqNIhaL4fXr1/D7/VzN+fDhQ9Trdbx8+RJer5db+4TDYY5qiPtFvfUCgQCCweBbTYJvMxl9U0jZpF0Xhd7kABFqelun6br9mbUf170IqPDCMAx26g3DQDwe524F86ouCcElhzrg9+PB7i5kSUSlXIHL4UA4HoMoCKjXqhi1myg2GzAMHR6XGyGHiEQ6BbfiQq/bgwABXrcHmfQCWs0W1gNJRNMuOBxOaCMd+tBE2B3CaKRhOBrBLyTg8nrgDwZhaS6Iggv9oY2+JmIkieiYBhxOF2yXgr4vgEEkCCkUgOJSoBka9s7qCCSCMCwdl4MCZNGJltGC6bOATRdMw4Ag+qGoTsiWCafbjUQwiOFggHqjCU0bQYCAgM8H0zBhBxXAqWDQUmE7BNQ7LRSLRWgjDb/4s1/gyRePcbx3gFQqiVQggpQ/jI8//gjxWAwX+QpCwRAsjxsulxtaroKBe9yWx9JFRH0+XD5+ydQG6o9YKpXw8OFDNFULZqUFq9qGJMuQfcDJ+bM3UPpmroDi8ZhikImMr69pmuh2uxBNC363B5Y+DtjU4RAjtxvnZ+fotNuwr5wa0uT7i7/4C9RqNVQqFaTTaaytrbE2YLlcxt7eHrxeL1cNkuAj3Wf5fB6SJHH1FgV7hMTTPKEoCveQpAKhd955hzmPk1w6aqZNLdYmn/NZ6fC7PFd3+e2m8a/bj9ugWbedGyYLcigwonNy0xjTtAcATP148uQJ/H4/F02RFAM5RtS+5i7I3OT2otEoHj58iM8//xzBYBCrq6s4OztjcjlJHBEqXywW8ejRI24g7fV6uQXQzs4Ocrkc9/MlVK1er2N5eZkr5umd5/F4mNpA2pNEXqd2d9ThgoJVj8eDJ0+e8DmngJLoO/V6HalUCrqusyBwIBBgoWw6RyTxIooiVFXlDjNULEMamVSVeZ197x2uFy9esGqzz+fDYDCAKIpYWVlBNBoFMEakSCtDVVUsLCzAMAw8f/4clmXB6/Vib2+PyXmUb65Wq+yt028+n4899WazyQKQoVAIq6ur0HWdhdwITpRlGZubm1ytEQgEWOmdxNlcLhcLHDYaDW4pQmWoiqJw6m5jYwPNZhNerxdra2s4OTmBJEnw+Xzwer38byKRQCwWw9bWFivjl8tlRieolRB5/NS3TVEU5ph1u12srq5yVQlpmJHIIVUmXmdfNw1301hvO8ZNfKzrJubJ9WatO/l5kl81OcYsgvyt7GpMr9sNTRsBpoFgMADF6YQ2UmGaBrSOE5LbNV7WsmBZYyhfwJh8bJgmZMtGzOMBTAvNegMYmRB0YHNlG/VGC7LshCMRgmnZkGQZDtkJSZahGTosy4ZhmwgkZIiOMVLUcivoCALMgA962AvZ4wE0FRIstIcDSJIHw14Xgu2GOxSEbtswAEiiB+1qDQ5JQq3bgGPowEJ2AW5FgeA24fY5EAgo8LjcUIdAyCnD6vZwengIXRujO/1eH5ZlIhKJYDRUkUomUam0YBkG4FZRzY05ld1ul6+7cZXyt6otdhBIV25YHqdmO4UyWoUS9F4PuU4Psfffx8snT9FrtPDuzgNcXl4iFY+jWq2iWW+g025D17QxR2U4RDwWYy7L0tISMpkMvvzySzQaDZyfn/PcQhW/l5eXEISxlk+pVGI0OhKJQNd1nsgFQWAeCvFVJUlCOBxmTSRKcSSTSaYg1Go17h5gWRY+/fRTloD5wQ9+gPPzc+i6jj//8z+HIAj46KOPxkjVxQV8Ph8ePHiAxpVOF/FYt7e3cXZ2xuKW9OJ79OgR6vU6Xr9+jX/yT/4JV68SSm7bYykZKkTqdrtcdDHr2ZznCFyH9Fy37KTN0wKchUTP26+bArfbBFeztn+TDMr097P2g5qoEz2F+m4OBgNOWU6nGOft3/TvVLnr9/vh9XqZTy2KIjKZDLxeL9LpNBqNBjszGxsbePfdd+HxeDhAHI1GODs7YzTd5/Oh1+thYWEBuq7j4OAAmUwGwWCQRUaJyhKJRFjENxQKoVgs8rtwY2ODOVjUDWN1dRVffPEFi51SezGiKVHlJaULSUtsEmkjRQQSNR0MBtja2mLxdHouiUPndDq5EGmefa8dLhI+pb5gbrcby8vLSKVSyGazsCyLG1haloVYLMak8nA4zL3LlpeXsby8zGkZSjm63W7EYjEMh0OUSiV8+OGHnDemruF0MQ4ODpDL5XB5eYl6vQ7TNJFIJACM4dYXL16gXq8DGMOQVAFJfc8kSWJphkkxNaqIIPg3lUrhxYsXUBSF2/qEQiGuICTh1dFohEqlwhUYqVSKxV6J20ZoWywWw9OnT1lviOBnAKzPRVG5YRisci1JEjY3N9lBncUT+jpqzt8EonXT+Hf5ftJmSRPQuvTiFkURtgBYioyA0w1bnEjnwRqXjgsTIqRXTpFlW7BME5Zhjv81rfF/hgnLGpezW6YFTTMAQYBmSai2+rAxgOJ2w4CITruLqEMZp81kCY1WD6ZhIJPOQBAF4IqcbJtjh8zp88CjyBAx5iy27QGG7bFo56Dfh21YkHXHmNfnVNAf9CCKAlrNHlzKmOtn9ASUCwU82N2FMBrh4uhgjM7KMhSnE06XC3qpOu61dpofV7tdOQNUQatp2piDFh5BMAFZt6BYgBsSXIIEzbDQqY9byRRzY8eBuj9YloV2q80BDz0TFNFS6p7SKaR23mq10Gg0IMsyP9/9fh/r6+s4PT3lVFe/32cldyIKt1ot/PrXv2Z9vuPjYzidTpimicvLS1QqFeZ6VKtVrmYeDoeMPJEAo8vlwtbWFvL5PLc3qtfrcDgciEajHLAR/4VQb1VVEY1GcXZ2huFwCJ/Ph5WVFSSTSU4NV6tVKIrC+x8MBrG/v4+FhQUMh0NO20iSxMg4dWCoVqtYWVnhAO73v/89FhcXuZji2bNnAIDt7W1cXl4iFArB4/Hg8vKSJUMcDgdKpRKr0BOXxTAMlgYgoWcAM3vu8WdhLMpabzQQCofg9DkgW8qYOD9jvrkN8nSboPGuztqs7U87Z7OoCbPSefO2MSvAmzZyYElglJwKwzCg6zqnvLxe740B5Lztl0olRo+i0SgH4lRkRdqY9K6g90Qul+PG9dQiirIxpmmy8+RyueD1etlBJyOx30ajgVQqhcXFsbLU3t4epx3feecdZDIZHBwcMFfr4OCAW1cRykr7RJQcQqMIXOj1eqyqT8K9JLpOxPnT01NuC0YOLDlpwWCQq7vn2ffa4RIEgaHFaDSKer3OzVhlWebqgGazyVwvEiX8Z//sn3F1Hall0+RGqbfnz5+j0+kgFApheXkZL168YI2qyarCL7/8ErGrSHZpaQm5XA5er5fThqQub9s2N50OBoNQFIXbHjQaDS6bD4fD6Ha77DlTek/TNNY6kuVxCXYymYTT6USz2YQkSYzI0aT/xRdfQFEUvPfee3jy5AnW1tYQjUaZQJhIJHBxccGtNahqkaJNj8fDhGpN03B2dgbDMLi9CE0G16UA5k6cd7jO36rZ04Xkb/42+Z9tWxAAmMMBMBpCtMcFSbZpAZYF0zDRLFdwfnoOxemE5VQwXEog6/RDsARYtgBN1eCUZGjqCE7ZCdsCHJIEwRrzfUVRAGxAFBwQRRmSKEAUBYgOEYKAscMk2lDVIfKFPATTQjIZxfnFOXwuGWG/H/F4DIprPLl1Oh1omglRlBARHV85x7D5Ce/rBk4KRbhtGw9WVuDc2sKvfvUrOAwTK+lxn72NpRXEYjH84Q9/AABohgHbtOCZaBGVSiYRiUS45cvnn38+Tln1euzQFAoFFv+tVquIRCIQBIG5EdTrb9a1FwQBsVgMJycnnOaiUm0qUjk/P+dKKKpc1jSNOZeUtvB6vWg0Gtx+hNJh1MCZghKKzgeDAfb395kXQpM69V4jEdNUKoVGo4FerwdVVREIBJhTWiwWuV9lIBBg4WZyAIvFIpLJJA4ODnieyOfzEIRxg+hmswlVVTmw6nQ6ePDgASPeJDtDrYg2NzdRKpXQbDbhdDqxtbXFMjCnp6doNpuIxqIIR8KAADgVGR6PB89fPIPDKWNkqJBdDgy1AWzRxJPnjyE4bdQ7VTx5+QWKxQKcioJYPArJAHSHCsFrwbQNeEMueGwnEmsRHJf3IUoCFhYX4BJdGJrje9PpcqI5qKOvy/B4xy9+y7Tgd/u/erEKVy92YVyNaJomXudeYzQaISyEEAsFkdBW4BRdX2uuIE4wAC4amuYXfRN2W1rDPBSd1pk11qy0o2VZ3KCZKuvdbvcbHCoqfiHy+vR41yFyuq6jUqng/Pycxb2bzSYWFha4iIuyLlThrKoqDg8PudE1EeRJp494Zs1mkxvEE12oVqshEolw5WW5XEYoFMLa2hoHQj/72c8YNKAOLtQqi9pWpVIp5ijH43E8e/YMqVSKU7CT2nkkMUPv7IWFBe4OQdJIxWKR5WboHU2capKmoX2aZ99rh4sq+kgGgdoEpFIplmXo9/u4uLhAJBLB5eUlyuUyms0m/vZv/xapVApffPEFvvjiC8TjcS6/bTabSCQS7NmSBsjz58/RaDTw8OFDvHr1ivuLuVwuvPfee2+owROU3+l08OWXX76hf0I9DG3bxv7+PsLhMEe+xAuLRqOsZDvZbywSiXCVIJHp3W43l9iTM0S6Q1SR+Ld/+7dYW1uDpmm4uLjgfQ2FQjg5OeG0QrPZ5Gia0D+SDHC73VBVFWdnZ6x7RtDxtFFp7HTl4tugVrfncNhXGjtXKBv9Rzwr2wKsMaIDy4J99bdt0t82bIP+HqM/uFrNtmzYEEES0JbfRL8/bmFjXmn8QBQgSBI8rgx2H14hSSIgOCRIknCFLNnooAtbsBD0eTBUh3AqToTDV1y4qUOcB+9blgWnIaHedSJfaWHRmcXK2jKOj4/hD/qhuBSO3IjzMy0ZMT05b2xs4PT0FK9evUI6ncbPf/5zxGIx1Ot1RjjK5TKWl5dRr9cRi8UwGAwQj8e5/RUJ8JL+DunBud1u9Pt9lEolJJNJLvogva9MJsNVRoR2TTa6nTz2169f4+joiNFW4k/QZDfJl6C0uNvtZgSbHBxy2ICvkBZyCimVr+s6c0Gp7J3uYUEQEIlEsL29jffffx9Pnz5B86o/aqVS4VZhg2EfmqFBUZxQdRUWLKj6ECFnEKZqoKu24Q4q8Ec9qLZLqPeqWNjIwLJNlEpFuGwZkUgY3V4XvpQL8mjMG5Ecbvj8PiCgIxoKQAgZ8CdcY/FS51hX6KD6ArZoY/G95Bjp0vOIrkYhuUxERC8EUUQ8HkbLqqDVreAHv3wI27ZxdHgEj8eLuBiEQ5ZxcX6O/fwrBPwBpFYT0DUdtW4FrUETcW8cXr8HnV4bkiSiUW+gXCojEU8gk8ng4iiHg4ND+H1+VHMNLC8twyk70Wq1EA5HIECA02lCDLrQag7GPCJdhtvnh+SQWDhUEASoQxWVfB4XT8do2eC8AncvAG3BgOKf4ZjQ/4Sv5LcsCGNkGYBp2zAhwISNf/jsM+QNA+u6Dv1KcuXHP/4xd9z4uoHfPHRrnrM1L3C9a/WjIAis25hOp5HJZKBdpb0nCxVIeHjWtqaJ/JPLUeWfKIqsMH9wcAC32414PI6FhQXkcjlGs03TZFCCulRQVWE6nWZuqW2P+9wqisJpvmq1ynwvl8vFyHQ8Hud3TSQSYaQqEAhA0zRGkzVNG6PuV/xEr9eL1dVVaJqGtbU1NBoNBAIBrKysoFQqIRQKwbIsnJyccLU2tfgiXT4ixgeDQe5QQ1JKZ2dnHDjRO/E6+147XKIoYnd3F4FAAB6PB51OB8fHx9jb22Ptjmg0ikQiwXIIsVgMiUQC5+fnqNVqSKVSkGUZOzs73Essm80ik8ng448/5ijS6XSys3NycoLhcMgtKUjUjHLRS0tLePHiBQaDATqdDgtHUj6aFOmpR6Jtj3sdJpNJnJ+fM7xZLBaZm0GCpQRJEsmRROeIC0I5Z9u2WS6CEAefz4etrS30+31ucUDoFbV2oaIAengIebBtG+VymftDEUpgGAZvhxxKAPwypb6Q18Lu9pWMoT3hKJGTZFljp8gaO0uw7bGDRE6SaV2lxeyrf79ykABh/LctQBDH0oUQBAiiBFsABFGEKMlXjpIIURIApwBJEiFcOUiCdPWfOEaWxk6UgEgkDPfVi92yb9d+hyDroDuAcrkM27RRqpTGGmheDwtxTvK+5pkgCEzGXF5eZjFSUjanBuyWZSESiUCSJOb+zHJiFEXBxcUFOp0OFhYWEIvFsLm5CV3XYds20uk0P1PEe6TJuN1uI5FI4NGjR/jVr36Ff/fv/h3i8TgMw+DqJUqLUU8zKlIplUo8GdELgAmpAvhfGzYs24Qt2DAsA6JDGItLOgDZ7UAkkYbslOH3+yB7pPGLWhSgiypE04bosREIemAqGixbQ8dsQJAEpDZiaHda8Dm98Jsu6MaYcxHyegHYSIbCUJwKXOkwms0mFjNJWLaFdGAFhmnAKTtR0i5w2vagqF5gJKiIbfrhX3QCggDTGCOLjXodpqkimg7CtixIooTEchRWUYNhmBhafQy6PUTTEZiGifPcKQRBhN/ngyCI6HcH6LZ68Pn8gCah2xnAtmy4s35oggWfzwOX4cPT374YS2046lxJFQ6HYdtjR9Pr8UKUXPhy/zWCgbE2oRYDB3p0PRv1OqLRGKLRCDqdDgb9PlRVg+gZwlDG6Jk20uB2uTDSVQzEPkbDIWq1GtbX1hAXQ1hwJdA7b2LQ70OvdrD03ioCgh/94zJErxcprxcB3Qld06DW2nAMRcitLtAzIYdsmC0NkOWxmKk9dpAGgyHy++cQ+oDT5QJaAxxf1GCtrMEtSaC6XPtKBJVS5xTIiPZY0+urv+2xqKkNBJMp9DUN/2R3FzJsFAoFfPzxx/jlL3/J6ba7FsVcZ/OCqWkHa/KZfRunz+Fw4Ic//CG+/PJLDkhIoX1ymyTKOYsPNu100XtJFEUOeCjjRAgQvZdpDnI6nSiXy+j1elhdXeXqd+IME/ePUsu1Wo1b6AnCWC6ClqV3ETl6BGhM7iu9rz///HPOIFFjbcuyOGtE6B5VMFKgSogYSSiFQiGMRiOeawkJj8ViWF5eRi6Xg9/vBzBOsRLCTueckLprr9Wdr+53aIIgMBz62WefoVwucyohEAgwwpLP57kvmdPpZC7E0tISSxo4nU7s7e1BkqQ3vGIielJVA5W7Ulufjz76COl0mm+sXq+Hvb09hkQJZszn89wck6Jqh8MBVVW5SnFvb48jaupFZ5omSqUSXC4XHj58iG63i2g0ilAoxBorFDlQi6LJdEwmk4FlWUilUri4uGCtsFQqhXa7zWWs+/v7jJDVajV+IbrdblxcXLAqOKU3CWWhqCEcDKJ2dgp3IAzJIUDURhAtE/1KGZo6gs/jBSywowQLsEwbsGxYps0+F2wBti1c5enIQRJhX/0rSCIgOCBKIgTH2DESXRI7Q6LjynG6+mwL9lUaThyn6q7mknm6NvPsT0ijAmBaY43s68aZxccgZf6nT5+yrpokSchkMl9xv2z7jYaus4yEailNToK2sViMdd3ICSeeUigcgmmaV+KmylVPNkASJDjdMmSXA5lsBhCAZq8B0zIQTgYhumwoiozsegqWU0dmIQPLMlFvNHB2egrBZ+LZyRcQAiZiq0GkszFcXl7CF3JiYWXspBiGjsF5Cz7RiWL7HBFPBIEVF4Zoj3s0bqUht21EwmGEwu6xcxvRMPJ0MXBKMBxODBx9DJ1t+DIKnM7xM242RoDTgNPrgunQoI9GkBQXBEGEpEiIuaNQhyparTYsw8JwqMI0TEQiUfSbA1gjAaOhiWF/ME4N5Kro9/qwLRuplIDFxTD+p3/5l3j54gX+03/6T+h2e1hedsEhOeAM+tDtdfEfX30CURCg6Toi4TD6/dFVeyIJTsUFsaVA7feh9QwMBgMYhoGt6A4qr6twSBLgt5BKplAsFOD1eBAWfGjU6ugKKkLBENymE6OGCbdmwgMHWs0e3C4X5FIfzr6EQESB2DWQVh1IhhIIBsaFMO1GE2vBLKKRKBr1OryWhWH1FL5KB4GBiPVYDEHBj6ZDhzbQUalW4B+qWAzG4BhJ8LR0BIZAKr2BTq+H/nAAWVQQCaWhahoESQIcDrgNCbYtY21pA5pmQXD6UGj1kFxYHKNFoRjykozDVhuLy0uoGAYS8ThaXg/K5TLkcADnThF2LAjD0OETDMgA4gEfWs0mHJKEhXQalmFgIeFD7qOP0XZY8C8G4fE6oTQayLpdEIUrVXjhSvWdRFAn/aQZPpNt20hvrOOPf/wjPvrNr/HTn/6U+94Vi0VsbGxcS2y/zu5SZTmPF3oXm5VmJOkN4lgRXQQYz4XNZpN5wtPbnz4W0zRxcnKCYDCIZDKJtbU1NJtNvHjxgknsg8EAqVQKxWIRq6ur8Pv9KBQKsCyLnTHqdQiAEbZMJgNd1zEajXB0dMSSD5M9XYkeRFWE8/TEVFXldKNhGMjn88zBIhFm4nTJsszpPkLIiCZEiFWr1WIKjWmajFjJsoxYLPZG5aSiKOyL9Pt9rqL8LxrhcrvdePXqFUqlEpxOJ4LBIMs50EuLiOukfdXr9bC0tIRIJIJ4PA5ZllGr1XB+fg5g7ASRlH8kEoHH44Hb7UapVEI0GkU4HIbf72cniFTpqbVJLBZDKBTCRx99hE8++YSrJ0l+odfrodlswrZtJuaRx0z8kkgkwmjZZLnp2dkZN52OxWIYjUacPyZBOSI/ut1udLtdFqIj1e9SqcT9G0mmwu/3M6zabrcZwej3+ygUCpxTj0ajDAGHw2Eus11ZWYGuaehdttDrWlASDvT6QzicMlTFhj8QgC44IUji2DFSxo6SQxQgMoIkjFEJTr0JEARMpNiuPs+xWZPT9IQx+UDehcw/a5wx4jLdVY0yjhMEWMH+6jfhK9FTTVAhuC3AZcLj8yCY8mKALnpWC6IgwuVxQVNETL4daCybUqYAlKSA3nEDfWcTFUPEwrtjToYYMtCT6tCFPvweP4ZaG4bRx9DVhmVaMCQDtnMETddQLpVRr9dRLJYQDUdRG4yh9Eq3DUM3sLO9g3q9hpE6gmlaGKhXqfrzC6SSKTx68B4ODw4wGAzRafdQPq9h2NSha+M2Ho6Re8wzbDTR66mQHTKskYRYMo1qadxPrdlqo58bBxt6uQXf2pVAoE+GK+iDTwnBBResvojucR+97ljM2OvxQO0MYTstiG7ANAzIkgNwalA1DYNOB07ZiUG3O3aQHA4ImgmnLMMHE+pARcAho9vpwgXA4dDhEkNwhKNoN1uwij10K/t40TLw6J1HCGz/CE+fPkHW8kCWZPhNNzzRKM57AmTnuCWW1dRgGAKMTg/RaBSK5ULGE4PoT8DlcqNSGUt4+BtDbChBKG4XBsMhtMsKNiMJQBCgjlT4I3GoIw3GSINtmkhEY+PUfziEeCqJWr0ObySMYDSGEWy0eiZUvws5rY98S8XINBDbWkZ/IYaR0wk9kMLQ5cLe4SFSP3oAx8ICrGgUJcOA4n6A/EUOI2MF+UIB/VgMLq8HoihhOOij7B6nd7WRitFwPE95XC70Ox3o2gh1xQlLEyBLNga9PmRICHv8GDWLGPZ6SERjyCSCUBwONOplmJoGyDbye/UrpK0H31W3gbDHg0GzhsTCAnzdNqoXZ9BsG5FEDP1BH2avB6HTguL1IhwKwu/zwi0A9Sv+2ywaw01GqEgwGES1WsW/+Tf/BpFIhCu8Nzc3bzNVzB37rjadbpyFOtFy123Dtm3uWxoKhQCMA7VUKsVITr1eR7fbZRBhejuT1dX0DsnlcvweS6fTCIfD2N3dZbSIMiOyLLPc0SShnsAH4h5TSzkqZKFUPTB+d5PTS0Vw5NRM9pYlSQdC4U3TZIdpaWnpDTFTEjElGhEVhk32BCbOGBWt5fN5btNHx0gV++vr6ywOLcsya4URBYF4ov9FO1yDwQCDwQCZzFg4MJfLcfWLw+FgVV1RFLmfm8PhgKIoyOfzKBaLfAKCwSD3RzRNk0uXict0dnaGWCyGnZ0dKIqC7e1tvqFevHiBTqeDWCyGfr+PQCDAmh5UBSWKImvfPHjwAJVKBZVKhT1iQruo2adlWVhZWUGhUGBiL1VgEEwqCAIWFhZYDZ/6VO3v7zOPhsTjHA7HuDdaLAZN01AqlRgFpHZDLpcL5+fnyOfzfNzdbpcfiGw2CwCcojIMA71eD6FQCJFIBK71DHrtPhx+B6y+hFgmxR3UJ404OopLgaSIkKyr24yfdXIsrv6+Si2Nm8nak64NbGFMZLdtm3+nMb5aftLpmVgX9lToO+k2zfoevJ+irEN19/8kWrYsC7CpjcjEJDjxnQABqjGANzDuBQZBgKqOABtwOz0YqSO4RA8cpny1PO/4V+NebVdWvNiI7WJQeI5h3sBItFHIX2BjY9w4VtHd8IgBnOxfYGlxCZ6e/0qZfTRuilzvon3WRuE8DwGApNkwDQMHj19CEkX4vT6U22do1BtQFAXDwQBqo4HcfgPddgfehAZHKATzuIpWeYxmpg0H5OF44vS4g3AOHBCGNoxCD37YkAQDkUgcznwXUt/AULUQVB3wOZwI2V7oXQ2xmgpJdiBU6cPjasM5ECArCty9HlYFLyraAG6PG4PGAF6HAsmUIAz0cbrYMCEaGrrtNiTbwkjtwRxpcHoc0HQNEEUYooCeoaE17I+LC7xOyE4ZxUYDDpcDTkXG0vYP8PjpU/T6PZwdPce/338K8eq+L7aBZDKJ8vkY/f2Lv/gLPHn6FLbLAgQBpdK404PH6sIhy9BGo3Gw0i0DogDRLSG6EEFNbaJar8PpdQEi0PCK6KsqvIkA+kMV8fQqWp0OTNuGQ1Egyg5IsTgGwyEG/RTcsTgKtgWnosD/g0co7e9hNFTx8OFDiIIAt1NGu9OB4pDR73TQr1bwo1/8HIrDgWePnyCdTGBtZRXKaIRgvweHKEIyDcQNHRFRhAAb1X4fZrvNnNbLy0uU8nmsra1hORbDyfk5vJEIV4AOq1WMTBNqKATzCjXvmia8C1kMBwN0Gg0sLy+j1WhA1zQcHR1ifX2ddeMmW6QA4Mq0fr+PRqPB8gLn5+dcZEDV2uFweK7+3HUmCAJXf//zf/7P0el08B//43/E0dERdnd37zze17VZHK55y91khOJQ5Tw5FlSNXqvVsLGxMVeyYNrpC4VCzG2qVqtcJEI6kalUijli8XgcJycnrIUVDAYRDof5vRuPx3FwcIByuYyHDx+y7qPT6cT6+jpyuRxLFJFSu9vtZs6xw+GArusoFovw+/3craXX6+Hx48ecCTo+PubsEjlbxC+lVKemaSyRNBqNYBgGp1n7/T4LfhuGwX5FJpNhcn+n02HwhBp3LywscCtBct6us++1w0XcJ+plSGgQVU0AYJKsoihMHG63x/3HHjx4gIWFBYTDYRSLRXQ6HX5gqXUN8U9WV1eZzBcMBvH69WtUq+MS9+XlZXS7XWxvb6PX6yGXy3GpLQDmYFGKkvgskUgEr1+/hsfjYf4UMOZnuVwutNvtcXPaq4bVJBhHSrZUhanrOs7Pz7kcezgcMkGZ2gQtLS1hZWUFX375JQRB4JQidU1vt9vweDz4+c9/jo8//hi2bbNDSyXrk+WtbrebFfVXVlbG2xz2EYwFWHqD1o3FYm88tDRRppcTCDyQ4dGDcIh/OklOdkub7IQmXDkc3DrWnlyeHBRxYoSJ5a9I78LVv2/8n8cB/21bXxHxyQ8TYCMoBoGO+BUxf3xDMs9MsGl5Iu8Dgm3DMi3YlonO4xxGrRZsy4YvngDq4lhUNBBAv2cBlRq8V3yAN8f5Ct0yLQvtag0rtozO0IGA34+Y4cJ2ZhNWH3AXOxDELpSohQ8CKRgNFXp1XC0o2DZG2gjd3CU8oxEa+6fwB/yotweot5rQNB29fg/BUAiXJ6ewbBuLS0t4+O4jDNUhKtUqAsk4znMXOG2UoRkGqtYIHbWD3qA/rkpyCZANE8bIQKfbhUORkclmIMhOPD47xcOHD+FwRLH/+At4Yz5UTA0ObezYCUEJDocEf8KLSDYEdywGKApGPRfyHht5aQSHaULxj/WrSqUSP2tOpxOhUAhlewi/3z9+JhoN9EwdgihA01S4HC7Itg13MsIVusVmDRCASMAHSxRx2Wqga5vQFSf8weCYTygIEGwbsc1NdIcqpCU3QqEgSoqCYSoNSBJcbhec8Tg8zrEyvigKcJgWVEWBaRgIBQPQdQPy1hYy0SjsyzyikTDyFxdY3t7Gl0+eoD8YwBxp6FcrMPt9ZFMpnJ+eYNjvY+Txwu1SoLZaaF2Rc0VBwMLiIuJXMgx7v/1PY2mZq2pF0g50u91ALIqTfB5WpwMlGEC/VERtOETkSsy4VakAponQFQdHFATkcjlsbW2h3W7j+fPnnJ7K5XLM1/T5fGi1WiyKTFXhoiji4cOHcLlcKBQKzDMdDAacaVAUhVPrhP4TCblUKjGtodVqYW9vDw6HgyV8SG6A5AVonnljLrnGMSFRTNIVJMHrn/70p8jn81zNOms827Z5nwk5n5Z4ILRqsl/gvArEyabxNzldk+NMo/D9fp+pBACwvLzMnUVisRi/S6hHLnHUZtn0flD/Qarub7fb+N3vfod4PM7V/iS50G63WeOKuqJMajdKkoSVlRXONCWTSZimyXxC4jFHo1F+zxAnDBhXSBYKBbTbbU4BU2Vkq9WCruvsXNH7sdPpwLZtZLNZyLKMfD7PfWmpVzHpbLZaLXi9XrTbbTSbTe7MQrQM0taiZ4BEfKk4jfZxcXGRhYCvs++9w9Xr9dDr9djjJa5VOBzmmy0YDGJ9fZ2h08FgAEmScHJyAl3XsbOzg0wmg16vh0KhwLykeDyO8/NzlkYgzRJ6SILBIP78z/8cjx8/Rj6fx29/+1ssLi6+0cy52WwyUiYIAl/8SCTCkRlpfoVCIUalAoEARqMRcrncuPHuFRen2WwyWW9paQmnp6colUpcBWbb4+bXpVKJBRPH1UDjVCj1hJRlGRsbG4xktdttFi/c2NjA0dEROp0OT9S2bSMajeLi4oL1R2zb5vw4FRwYhsFK+ETGBsBCrsViEScnJ7BME4XP6ggY78KX8kKWZAi4YsZOODFvOC7Tzgy+ckIE6yvHZuIGYUcHUxPSV8vgq98EYFbekte8SnVCAMS+Beegf+W/CbwuEXXHsNz4O1sQrrrvCpxWDWVTOCkXEAgG0ZMB0WFDifhghPzQ3SIs24YrFIQ9Mc4b+yOMJ9X9yikUxQVrM4O+UwY8LiSSSQz6fbijUaijEdRYlFPF0WgG5pX6uGmaaHYrKBbrqPskFNUWtE6FpRYG6gB2scURbadyiearsQPtCfvhUhTIgzZMVUWrWER8eQHtoyMItgFNBEa9Dkaj0Vj4cCGLYDA4LvuHjVg8jtzl5Vh3KxbjkunhcIhut4u1tbXxJRHe1HczLQu9fh8jXUcgEoGm66i0O+hbNgKhIHzBEByKE33Lgnd1FZCdEAMB+FNp9IZDaKYJhygCsgyH3wfNBnRdAwQBHtOE0yGj2R6Xpvu9XngUFzweN7rtDhyGAVgmtG4P7W4X4UAAPsvCyatXUFZWELcsVAp5xBcW0D47RyQShkOS0G62oLgUeK6Eh53RKCTThCoK0DoduHs9yIM+xMtLHBaLwGAA5Yq/J1kmqmdn0K+0/TyyDEUUoA+H6HU6ECaqyIpXc9fOzg5r/VEhAtEpSCcrEAhw1RdlBvb39xmRD4fDOLpq0bO6uop2u40vvviCEXxqc9bpdFifaDAYMLJuWRZKpRJ++MMfcrDb7/dRq9XekN/x+XwoFovckUMQBEb+ae6jytePPvoIiqLAtu03et52Oh1Eo1HOXswqDLku5aZpGg4PD7n1TalU4vSUy+VCqVTC6ekpOx00x8bjMYT8LliCmx76q9SWcBXYN5DL5Xj7RO52u90QRRH9fn9cbXylISeKIhYWFjiTMHn/34RkTf5OkiD0Xkyn08wVJXSQrn84HGZJl1nnZtZ2UqkUB+lUqbe6usooGgBGwLrdLrxeLzweD4ut0rjknJJ+5li+RmNny+fz4Z133kG1WuUsEaUxaXy616hIh5ykUqmEXq+HTqeDer3OkhREWieuc61W4/uQwAwKDIhWQ8dB9zEp35P+36NHj/Dw4UO43W589tlnODg4YGePHFuSpfgvurUPGcntC4KAXq+HVCrFlQFUYUeNc9fX1xlJWlpawvn5OX71q18hHA5jdXWVf8vlcigUCqxgS6J9jx494hzw0tIS8vk8w43NZhO1Wg3ZbJbz4dFoFPl8HtFoFK1Wi5WWnU4nw7Ck+0UQLwm+UaPMSqXCiJMkSdz2w7Zt1Ot1dmYm0SpB+Kr/o9vt5oeNWnz8/Oc/Z8iUWo5QtOjxeFAqlVhVPhqNolQq4fXr16wx0m63uYUQVVy2Wi0kEolx6ukqEqEWHsBXhMt2uw2/1wep0ELr6TESP/JDcrsBEZh0VHCVboMIQBRhS/jKgbni1I//vppsJhyfNxwhGvPqzzc+39amJjzT74fRc/9JNDv57/yhBKS21+EtXcKwbRguBzyxMESfG5okoKuPr1HQKf/Jbtq2PS6Tt20MhkM0ms0xhyIyRjLDV7xDguapf9fl5SV2d3dZPsHr9bJq+f+Puj+LkSzN8jux391s31fftwiPiIwtl8qq6qzeik0S7B4OKIIYgYREQpAEzKsIQZAwb3qQHvQkCRAgYYARMBLUIGbE5qj7oUk2a+vaMqsyMyIzY/XwfTF32/ftXrv36uHa+dLCOyKby0hTY0BmRHh4mLub3Xu+c/7nv1xeXirlrsR+aJqmXJTX1tbwPI/bt2+rIeLFixdB8zSH6TudjgqqNi0Lbb56Ky4vc+fePUKRCC/39ggnEvQmE3qazkTXiZfKuNEow9EIa2WVmW0TCocZrqxihsPU8nmsWJzWPKpoHI5g3X9Aotdj7M9DrYcjcqaJ5nk4+PSHI/BckrEY+szB7XUJ+T5mp8O01yMRT+DYU1r9PrqmMRoOA05IKIQeizFuNAIvvMEAz3GoDoesrq5ydXWFaZp8cPculUqFUacToDK+T+P4OFA42TaG61LKZQmHw5RKJbz5eqzb7aqpX5IbZN0+HA5ZWVmh1+upwa5Wq5FIJMjOuU1CyhXpudyLiURCqbLkcJCwXsdxuHfvnlJT7ezsKD8wMXBdW1tTDXi1WlWKVqknMgRKYK94HQlfVFzxxcNJ13U1CE+nU27fvq3q82QyoVwuU6/XVV2U6BcZSBcP3ydPnlAul5VdCAQrMolXEaHP3t7enOicZziYztdOhrRBakCT4cvn6+FNs4dY3hTfd/AdB93z8H0wfZ2Ypge1xyUQ88wLj2XrxFyLrJFgGt7EXzgqm02DaGyM7zfV9yxu8eKqL87qMtyIKvxNYp63KYvfhnqJ9ZD4KfZ6Per1uqrJEs0EAcL0Nl7R4qCz+LWEkxWPB3maYr8k14YYgwqHutvtqmZY1/U3+uwJsifc41QqpQRuwiX+4osvVJ0SUEKa/W63q2LsBLkTtDIUCnF+fq7ijGQrdHl5STQa8EtrtZpq4lKplLJ38jxPIYOCnAthPpVKqeeS+2ZjY4P9/X1ltiz8bola29ra+kaU6ze64RIO0Xg8plQqcfv2bTqdjgrQBFRxEP6W+Pvs7u7SaDQ4ODjgb/7Nv4nruvzgBz9QqIzc0M1mk3/wD/4BKysrtNttXr16BaDI+bPZTDVfL1++VI60uTmnQS602WwWkE7nqeKO4/Dw4UNCoRCNRoNGo6Hc5yVDUXbL4vkhBMPd3V1F3Pd9X4UHS+OUz+dVPNDJyQm/8zu/o6YL13XRNI0f/vCHyiw2n88rAzrxIIrFYmriFOJ8IpFQxnGj0Yh8Pq/Ii+12m1gssDbodDqcnp4yHo8VwhYKhSiVSop83+12Wf7+ezimyTAfQ0skXuN6XecNXFf7SSH47+KxOHX+FfUivLEQLj7EwFb2+cvLyywvLyuT3qurK+7cufNXpk75WkIwbbValMtl5QtzcXHB3bt3Xyvi4vO2vb2tmnTP96k3mzTabUKxGOFkksl0SiidJhYKEUFjMB4x1nWsaJRBKkUsHudMN7AiYc5bLczlFWx3RiKZwranhCdTLkcjyAY2CrPZjJCuE0unOfY8GscnlJZXsGcOeiiEN7WJhSx0zyUbieD1ugwrLbTZjHAsRjSdImxZFBNxNrJZ8tEoEdOk59hoL1/gz+89XdeJzg8YQfFisVjAo5gjxrVORymPY5EIYS2oC4lCQRmIijGkTM/S3EiW6ebmporEqlarxONxBoMBmqZx584dhsOhEtCcnp6yvb3NwcEBnU5HDWMS3yOH7XA4JJPJEAqF+N73vker1VKNQ7VaDQj4nse7777L+fm5spiJRCLqGohGo68ppiDIfRVFVSqVYnNzk263y7NnzxgOhywvL7O5uamk7wcHB4oXk81mlTv46uoqjUZD1avBYECpVFL+R+12m5WVFXzfV02XrHaLxSL5XI6QZTGdTLh9azdwuW81qF1VWFtbZcSMiAmJiMG438LQDUzPoVk5ZWtrKyBy59Lc2t7k5OSUhK5jmhazWIKEFvzslhnCskIkk2mWEiU6F13sqUMkOiUSiYKmzwHs+QAHc/WzrsQ5k4lPb5BgMp3g+cGQOHNnaJpHwQgxHA6oN3pEoxF0Q0PXIWFZpDSfcaeNrvcDMZAWNCbOzMfuztf+C1Ewst5abDzgayf46zmSb7KIuF5r3lQfAGU+6rou9XqdUqmk3kexQpI6/6Y69qZGS76GaZrU63WV3LKzs0OlUiGTyXDz5k0cx+HLL7/k8vKSe/fuKU6XbdvK0+5NfoBy3cn3OR6PVXO1urqK7/sKkarVasqDSxp53w/SJOR7lK1Qq9WiUChQqVRwHEdtbKRZ6/f7RCIRdb6dn58rIZr0DOJUMBqNlA2SGKGKJVOj0eBnP/uZ4h5KVmg8HleN6F8n1vqNbrjk4hQk5dGjR0QiEeXeLNCkwJjD4ZCTkxOWlpZ4/Pix8ok6Pz9Xe2TJYjo+PqZWq3Hr1i0ODw9JpVKqGbl//z6AWkmapkm/31cTpRRAsf2/ffs2jx8/Vh3xYoMkcQbC69I0TRV8caAX+b/sw+PxuFJiptNpbt68CcDBwYHinQknAeDp06fKUqJUKqlmcm9vT60nP/74Y5aXl19T43S7XdbX1/n888+VEaw47YqaJxwOK8dgy7Jot9scHh6qda4YrEpBFx7baDTi2fPnLC0tMZlO2djYUDfVv8v7///vx9uaLPjrkS35nOFwqCKpRKygaYG3TaPZ5ObuLolkEs8P6P4eAZLnAv3RmKPTE1bX1ynfvcvg+JieYWAVi4Rv7lIJR4jGopihMCdnZ/i3buOkUtTzOZqGiT5fkM5W1xhGIhz1++jbO5QTCdYNnRfPnhEyLZzJmG6rRcQK4Q6GXFYqpOIJIqEQDPp4wNbqKnb1inarxWoyGcTUzFU5cdOkVCrRfPFcrWh68xyzdDJJGJ9kIoiIanU6JOJxJvMGwAX02QzdMAIEInjlAhd+TVOcS5k6ZRIVxE0iOWSVv7S0pPg54rotqIrjOFiWpRBaWZVdXl7iuq7iZ0pO4Pvvv89sNuMv/uIv2NraUl9HPHZ0Xafb7fLy5UvV/MkKLhqNUi6XiUajykxWBCunp6dMp1NF/K3VakqtJferaZpfN5lzybmES0sYuaCTggCk02l+9atf0ev1mM1mxOMxDF3Dsafgu7izKfFYjGjYJB6PYeo6uu5RXMoTNSETC1E/P6aYiqFrSZaXl+h1eww9l1tr6ziDIZvFMu7Mo7x7N1B7hiNM7RkhwsRDCcbNKU2zS6PZJh9fZzW3SygcoXCjpJBjS5tRazSIRvOksylOznrEEzl8Cz5/ckm11mI6nWAYOuPJmNnMYVLrEI1G2NrapN9rE+s1Wb29je5ZWKaJpzsqxUATZPvrO1H9bji08Q+7+LNJEKWluThu8DqaoTjesE+vf4luZJQxbqczZDhsvcbNkrNosRZIPZaw8cvLSyV+EhK2PCTr8G0I178Nci5fW9R5otIvFotcXl6qyBnxdBSusXgAXn+u678XvlwsFmNlZUVxdS3LUv6N0hilUimOjo7Y2dlRUVSCmkozI9+v67pcXl4ynU6VifmLFy9U83Pnzh3lkdXv91U2pJy/sjWSj4siUNOCwGvxtlz00RL0XlC0ZrOpFPqj0UhtieR1dF1Xoc2Hh4eq0ZMVraztxe8QgmY6Ho8rReh/r1WKcrGKsafApMlkkps3b6oJsdFoqODJ0WjExcUFKysrtFotkskkH330kYLDs9ks3/3ud/njP/5jfD8wD724uOCf/bN/pj5nfX1dNS9Pnz5VX1NIc/IQqwpxrBYSurhzSyN1cnKiwqlllSholHT7QbEMwjjF6kG+xnA4BAKummSXCbol1hCz2Uw58I/HX5OJE4kE0+mUGzduMJlMVNMYeAgFK8uVlRV1AUIAKW9sbKjCLivLZ8+esbm5qaB+WW/Ihdlutzk/P6dSqSgRgChIBYL9JuLmN/0Z3g6zLz7ETVlWa/8+D22+xvTnnC1pijxNw0PD0+Yu1oA7N2CceR6tXg/Hc+n2ByTu3ac76HNoO6yVy/RMi3Eiib+7Sz2ZpKEFhH99gV42m0z44sVzouEw4fGYlWSK1ZVVzk9PGTca6P0efvWKaDZLPpMhErKod9rcWlkh5PtoM0etVnzfx4nHcWczLmtVfnv3JqPRiPVbt6hUKpzVazzY3VVNfiwW4+zsLDjsyyXlyhyNRqlUKriuy9HRERCoyuTa0nVdNf4iHmk2m2SzWRXv0+/3leHpInIph9n1116aIVmPyHM4jqPI2oviGNd1VRairMdknSacEUFXq9WqasBc11VIQSKR4Pbt25ycnGBZlkpgkLidWCymooAk2FbsXBbNgj/77LP56xIoseLxGL1el/N5DmssGiEWi7G6VCIej3JxccFkECDfq6UV+plE0NTMLWXCps5qLoPnQT6VnmexWhQKJXrdYD2cLEVxsh6mYZJKp0kkkkztGb/7rZ1AzDOekE5n0A2DdrvLeDImFS8yHk+AKGsbRVrtYK3S6Fg8e37FyuoqnW4H04oRy63jzGxOz06ZuQ7eYEgymYAQNBoXJJMJ3K7H0dkhyWSSDz/8VkD/cGu8ePFCvefr6+vUu5eEk2tkilE8b0g04ZDKxmm0h0QMb14fZ9TrHWJxnWhUx2dCJBICHM7OjgKD17k1jq6/mc91vXeRa08Uktevx8UQYvlv0bpBVoGLjZF8TBoDWbPKtSvN82ItehsR/vpg9011Tqg1juPQ6XTY3NykWq2q2i/ni0ReibHo4vO/6WsCKqIOoN1uq/WZ2CPIzzmZTNje3qbRaPD48WPG4zHLy8vqOaQRludutVoqBxRQK2sxLR+PxyrGR8QfIq4Qt3dZY47HY46Pj4Nhft5cCS9bapGgYEIJMgxDbaoMw1AUJLmPv/e97/HixQu1npW1u3xNCaqW825x5S98LvHi+qbHb3TDJXvk1dVV1aHKnvaLL75Q3Wo+n1drMLlYRcIcj8c5PDxUpO/xeMyTJ0+U+/xHH33E7u4u/81/89/QbDa5c+cO4/GYr776SsXgyCptMpkoBCgSiSgZMwQrDHH4jUajymVeJovBYKB4XZZlBX5EjqPeNMdxVBitkAyfPn2q7CbERySbzXJwcIBt20wmE27evMnx8TH7+/v0+3114YvKR6BcwzDo9/v85Cc/IZfLKe6bhGm/evVKFaTV1VVSqZQyZV1ZWWE4HCqSbrfbVYohaYTFc6VSqaiJHFBqJWmW/32aoNlsRnc0IjTnHem6rubXQFg4b4J8qPXaTBybSCxGOpvD0zU8TcP1fTBMpo7zWsMkz+EFlH7Fn4qgMTUtdALTVs33AqoZgdOEgY8x/7Phg6WB12kzG41IaRrZcIjh2RnuZELY99hYW2PmuUQjETTXfSN3y/E97Lk4wqxWseerqpRhMO51idg2hWiUYbOJNZuB57G7vU3YMhftzOR/+L7P3bt3uXv3riq8yWQSXdfVulLQop2dndd8cFKplPKdEW6I8B91XVdFcnHClwnUdV3FA5H3W9YrYkPytoeg2YJcy+EIXx8Qo9GISCSiUK1Go6GGCPnc8Xisvs9er4euB75BpmFiWiapZILSUonLizOWy0Ucx8Z3p+TTCU5OTtCAmKWBM2Ypl2VzY4NsLEK/1yORSOLYwYC0vrbGbOYxc1xSqTT27n3G4wmTiUM0FMXAoD8asrt2j/X8TRxnxnA0JBSOkslkWV96yOXlJYlEkp2bN7m6uuL4+IiJbdPuzpi5Drbjo+kaU2bEYiY3d7f5i5/9nJnrEA6HiEbCJJMJImGd44Nn5HJZfN/DsgLO3fHxMd/61gfqvXRdlwnN+ddNYNNUzbHjOPSGXUKtaSCeiEVIpDTOz+ucnr3k1q1b5PNlnj17pgjI4bCBbYd55507qib8+te/Zn19Hdu2FUXik08+QdM0xXfRdT1o/s/OFNdI/IwEJapUKrx8+ZKbN2/Sbrf5+OOPuXXrFnfu3GF9ff2tg9r1jwsXUZohsQaSFZV8/HozIk2WYRhqAFg8VKVhE4K3bEDkP3luWSuK+lP+7aKycfFneFvTJc2fYRivxcwJ7zcSiSj/KXluWcu97SFfS4QP8Xice/fuqWFMFHtXV1esrq4qpDmfz3Pz5k0+/vhjyuUyjuNwenrK6urqa3VetjpnZ2esrq6STCZVGLvwlpvNpsoJledfbHpnsxmnp6cq2UT4xIvvr1B85HUW6pB8TNAyofnIqnGRxy0KSsuy6Pf7So05nU559uwZ4XBYCSEE0ZM6tFir3vb4jW64ZMUlksxCoUCtVlPk1PF4TDqdVsjR3bt3icVinJ6eKvVdvV5XkONwOOTDDz+kUCiwvr6uSOK1Wk1xmCqVCpFIhJ2dHc7Pz1W8ijRFQvYToruYncrBFY/HlfdHp9PBtm1lNZFMJpXqQzriVCrF6ekp8XhcudwLQVHWdCJ5lZ31ZDKhVquhaRqNRkPd0Iu7aGlMPc8jmUyq55Oi8ODBA87Ozmi1WnQ6HVVQ5OcUmWw4HFYKErG3kHWmNFW5XI5sNqt4KLIiWSxekqEVi8X+Wtj1+uOo0eDfzFyWphMSkchchZUOEKL552gETZBWLhHxwQDGgOZ5GEBI04ho4Pg+hu9/3Twt/ApBM+X7HkldY+i580n5r1klauB6PpNQiO54TK/XYwqsFIucnZ2Rz2Sw5+uFRW6DPKSoyHsgTse1Wk1F4jSbTRX8LMROQUHe1MR6nqf4RNIQi7+MqJva7TY3btzg/PxcqY1SqRSJREIRWcWosNVqqaDXdDqtVGpCapZDpNPpKPsA+R4WCarCcxRxgKaBoeuBQBQfHZ9kPMp42COZSNDr9Sjm0ugajEcjSsUskbBJr9OilE6ArxGbH9KGbsyFrRqpZJpYLDZfi8eYTh31ephWGF0L7qvd9RKxWILTswv8SQrdjZGO64TCESbxydwseMzx6QTPy6CH4sQzRWr1GoOOjWsOmbkO4/GIkgPj8YhWu4mmgeNMOTk5YXl5iWKxwGg0nJPqO/T7fSVKabVafPvb3+bkMogL2z99rIalWCym3nf0PqFIkf2DL+j2LudTdoZMNstw2EfTZ5gmbG2tzxGAYJVZKOQVSikeVsLBLBaLSkkokv+NjQ1VLxOJBEdHRxwcHFAul6nVaqrBBdQBWKvV1DUZNLi6SroYDAaUy2XW1taUe/hwOFRojK7rZDIZNYhKDNqnn36qalqtVlMN9NHRkYpwk+Zcmvi3NSnSGC0iWtLwLCJWiyKgxWZISPGLh6p8/qICV2roopWENGS+7yuAAFAE8Gw2q5oM2bpIPNybUCjhHnuex8rKihqe5bmkvspWRsxCr78e1x+u63J+fs69e/fUOSRc4e3tbTXIi1pd4nzW1taUhdHu7q6iUMj3rOs64XCYO3fuMBgM1OZnfX2dq6sr5Rs2HA7VOSpghZxN4hkpP5/8DALESO6qvLfy3ixutrrdLq9evVJoWTQaVUia+IEJT1rqsJyZ4XCYDz/8kJ/97GdqrWzbtgqVlxouVlFve/zGN1y2bbO0tEShUFBBkalUik6no5zhIbiIer0etVpNvamSw6RpmrJmODg44Ec/+pEigos3DKCmk3a7rTp5iQnY2dlRzu3y5otzezQapdfrqRBO3w+kyMvLy+zv75NMJl+L+UmlUqytrfH8+XM0TVOuvDKVi8eIdNKaphGLxRQZV+BvyYFMp9OUSiUODg7UBZZIJGi1WmxtbVEoFPjyyy8VcVsiEeLxuDKyk8J1dHQUNAxz0q+sPkUavLa2xnQ6ZX19nbOzM8XlkkIjgdzy7yVFXnhvgkrKTfNvw9PaLpX4YH+fNBrr2SzHR0fcuH1b/az/Ng8NsAD7r3A9/uon+n7gvxV8b/43fz5fFxVZEUuwuHACJBdTGp7F7/s6cVag+Eqlog4YwzAoFAoK1rZtWyURCEp6/ftZLHhybY7HY46Ojuh0Omxvb6sIp9XVVQXHB5Yn4LkzNDwsUyeXTZGMR8imAjuScilHOBTGHgaKu0yugGHogeeYWSabzdFLphiPJyTiCSa5Mp7rzQ8CDdMMs5JeIRIOE3FjTDsefdtmYnmMJy5LmZtEtGKg5o0FeZgz1yUaGhOyYtTqTXQ9C7bFYNDHmVn4gOtO8TwX3/fIeRbnT19i2xOm9hTXdYjHYxSLhflB31VKpHw+UO++Ou8rAY4cAo7jUCgUOHz6JeVymdXVVeqtQ65ql0FDGQ0a4F6/y+VVn4ODA9LpNPF4nA8++IDz82Nu3Nji8vJSNbUSqqvrulpxbm1t8fjxY87Pz1VenTSyIhKwLEvRKMSeIRKJ8OrVKwaDAcVikaurK1qtlhoYh8Mh77//PsfHx6ysrChSviAEl5eXrK6uKnRSDq9QKMTq6qqS6Yua2vM8stks5XKZ6XTK0dERKysrCjmVAwsCx/ObN2/yJ3/yJ3z22WcUCgU1SMgGQFTSQt6XYVSMnuXaFgW2bAmkyZLD9U1B6OqWXrgXpPlZPBil7svnyIEqaJLc24tIlXyeoFgyREiNW+R6XV+jS+2TBk54hotNglBX3kSwF6K2ZBECrK6usre3h2maygVdzsRYLPZW09PFhzS8g8GAWq2m4oCq1SqNRkM1uL4fxJJFIhEVPi00l8vLSyKRiBIMSWMkq7dcLqeuEUHVKpWKoidMJhO1DpXXUzZd8jrJczabTXXty2sqqNwiQra0tKReC+GotVqtICB+3ozKALCxsaFUmaFQSDVkIkZIp9PKBFWQN0HvpaH+psdvdMM1m80oFov0+30VAi18DImvESm3OKxXKhWSySStVks1I6JoXDS+q9fr9Ho9fvrTn9JqtbBtmz/4gz+g1WpxeXnJe++9x/n5ueJJATx8+JCzszPlOJvL5dTOXt4YybqLx+NKiRSPx1Uh39nZYTwes7e3p4rcysoKn332mYJIZUIYDAZKqSRRQMJdkbw+MX2tVquKGCx75lu3bnHjxg2ePn2qDvvNzU1OT0+Vo7OYuHmex/3797m6ulJRP4AynpUIJJkENE1T3jqLgaGTyUQhOWIjMBqNlO2GEEdFQADfTI73/UDaXbIs6vU6H5+dfq1Smzej/y6Pf9vP/7fhi11fP4gPy/LyMq7r8uzZM0XkFi+zjY2NNxY/KUqNRoNcLqcKUjQaCTxoHIf9/VcUCzlSyWQw/XoOpubDbIquCjPgeYEJq+fRrjdp1huUSyXqFxXGrR7lZJ6IHiFjJcgkc0wmNlMvWF9aoQi4Jvo0SsIoMJ05uLrP2BuTiiSZpZNkk6UADU5MmLku40mgUMrlM8zsERe1KY1GHzQfu3qF57tBE+e5OI6NFTJJlvPEEzGSehYjqRHLhohEI2gDj5P6HpeXwX2cSCTQ3aAQNxoN8vk8Izvw5nH7Lmtra/R6gWFxr99jeXmZpaXVAIW1AyuLED6TyQzXneI4E8Jhk37fx3VnzGbB9C4rC2loZe0liI4kU+i6rpImZA0nWXBi87C1taUGqVu3bilrlo2NDRVN8+tf/5rpdMru7i5ra2vKTPj4+FgNgJubm4p/ItEjyWRSfW8ysGiaphr53d1dZbHQarUUmXowGChPI4Dbt2+zurrKs2fP2NjY4Pz8nNPTU1V7UqmUatLb7Tbb29s8evRIGaAKqhIEZwdInGVZPHv2jM8++4zBIIg9qlarCrGBAA23bZsXL14opaVlWYFNx5wsLcadMiA+e/ZMIei5XI5UKoVlWcqOQMwpBb1725pxsVES5Pj6Kk/+WyTKLyJk13lc8nsRMyzey/I5i7/KdbQ4JIm3mHyeoGmL3/t1hKpYLHJ6eqquL0G1RqPRa879sg68XnOu/wzy/FtbW8qRvdfrvTYYf/zxx+zu7lIqBRzPXq/Hs2fPXvNlrFarZLNZhfrI8zuOQ6PRUGeYxPQtRt5JzdvY2FCvi/DUHMfhW9/6lmrYBoMBFxcX6t4Q9e2tW7colUoKbUwmkySTSV68eEEsFmN/fx9d19WqVDjVoqAUfy7xxpxMJvR6Pfb29tje3n5tRSwWTCLEER7zNz3+gxsuTdMM4FPgwvf9/1jTtG3gnwF54DPgn/i+b2uaFgb+H8C3gCbwD33fP/5rnlsZ7/l+4EMzHA7VdLSysqJyo5LJJE+ePAliJuYrrWKxqEjscsNvbGyo3y8vL3NxcaEuBN/3FQHxiy++UFJX3w/yqh4/fsz9+/fVVHF+fk6pVFLTmMhDhdf1/vvvc3BwQDwep9/vK7QHUH41gILIxcNFfHX29/cVKVAQq3q9rpA7eS2ELCxRPolEQnG8BCEUB/zhcMidO3eYTqccHBzgui4PHz6kUqkoewdRQ5VKJSUV97wgTkE4DILmyJpI0DDTNJVgQdzwNzc3efToEf1+n7t376qp4t+2oRGflG9/+9vKiXqRyCqf+zaofPF6kkl28WN/Ha9MfZ/Xn1sDfA/8IC7HwAPPYTrsMxj0MbwZibBF7fyMpaUyyXCIMOAOx2j4eB647nz69WE6tcmGM0T9GOFICGfmMZnYeAOTYX+MNwxTOxliZ8O0W21C4TAUDXwfLMsMwryFixYo4zHCFrZvY8WXcbQeRswnUypxdHRALF9k0u8yHA6CoOuYQTgXKJT65x0GXofuqIuua7R6Aem12+2SKGj4do/9sy/UasYwDPqTSHBQR8Po1kipm/T539u2zbjfwfVC+NhoWhhd99E0H21uyaZpwUpXEJZWq6XQZJn+hXczHA6xbVulULz33nvKvbxSqSjEUO73fD6v0FVBbiCY7E9OTmg0GqpBEVQHUHzQy8tL5VQthp1nZ2fKVLnb7apcVYnREsWi7/sUi0Xeffddut0uX3zxhbqXRT0pPDvJZxPvn9/93d+l2+2qZlAO0M3NzWBlnc9zdHTE2dmZSq6QgUkGH1k3lctllRd3eXnJZDJhf38fTdOUeMJxHBVA/N577/HTn/6Uvb09ksmk4j1J4yj0jnQ6rZBdEfE4jsPR0RG5XE4dfLlcTr0ei5l/kkErvNtsNks6nWY4HHJ0dMRoNOLWrVtks1lFzpbhMOCRhdW247V7lr/agC2ut6V2LD6+qYa86XOlqZE/XxeHyMdklTUajQiFw3h+YOFizsVYXyMlHqNxIGLyA1LpXAszDzHzfRKpJMVyicF4RLPRYGl5ieW1VbrdDkNnQkSPqGH9+krxbQ+5BkRNeO/ePX7605+qxlbe72KxqM6PfD5PuVxG/OKGw6ESD4h/HKBsHXq9HsU51WIymVAsFtVz/+7v/u5rBqaaFpjkikXK97//fSqVCr7vk0ql2NjYUBsj27ap1Wpsb2/zh3/4h2rFKrSbZrNJs9lU17/UfMMwlPWDRPgIsjoej8lms0SjUZaXl18zYRc+mGEYyj5GPvZNj/82EK7/BfAcSM3//H8A/o++7/8zTdP+b8D/HPi/zn9t+75/U9O0fzT/vH/4TU8sh+jS0pIy0xNo+f3330fXdS4vL4GgaWk0GgrmE4POly9fkkwm2dra4uLigkqloqSfo9GIZrOpcqGE1KfrOmdnZ0qNByjvrf39fXWRvHr1Sk1XYuHgui435+TXtbU1ALUDnk6nVKtVSqUSvV6PTCajipOoqUzT5Pj4WLl/dzod1XCYpkksFqPRaKhpoNVq0e12Ff9H1qw3b97k8vJShX/fvHlTKSBHoxEQqDHlRpFE+Hg8zp//+Z/TarVUAZtOp8oRWFQlAM+fP1dmqldXV/T7fdLpNIlEQnE3hIsih0wqlWJnZ0e95t/0kIb75OSEyWSiCvVsNuPx48fq80KhEIVsgnAkCpoBvs90quM4A3rdFvjzg8cwVOEydANdN0glU2ysBxOV50n/5DEeuUwmNq4bFE9d05m5Pv5C5qGHpv48nU44P+oTi6XxnQyxcBodB10vYDsGrY5OKLLCZBbDN0LougY68zBvcF2H3mBEJJdhNB5zcLxPsVjA9WakEykqZ2e0p00SRpiDykVgeZIoYcQnylVa7pnFR8IPoVk5dGvE+laeanWG5/fJF2KEI5BMxsnnE3MCqcF4PCCdTjAeDxmPR3NkylNuyt1ul1u3bnHv3j0qlYq6BqLRKMfHx2pA0jRNTYpCxhVEVorpm+53ed8XoXzf9xXaIsNMKBSiXC6rfD2Rv19cXKhp2TRN7t+/z+eff87KygqFQkGtAgQpabfbHBwcKM+9s7MzRfaX9ZugSdlsVh3wi82PNHfj8Vg5bl9cXJDNZllfX2c4HBKLxahUKmoylmLe6/Xo9XqMRiMSiYSSsS8tLbG/v0+pVFJqq2q1iu8HYcLlcllN68LjKxQKipogr4E4mw+HQ8KRCNVqFQicwo+Ojuj3+2xtbREKhfjDP/pDzk7PePXqFfFEnI3NjWAdHQljO3PD5lwWH6hcVuZmuIFdwMtXAWJvWCbf+vaHjMdjDNMkHosxHA4plcscHB1Ra9YpFIuUlsqkM2llNdO56uEbGvF0kuPzU7rDPplslnAixm9///d4+uwpViiMFYswcqaMnMDy4KpVD+p0PMLUn/Or5ms75imrw+GQ3nTExAkoHZ1Rj7HvoPkO7XGfnjNmzIyBO2XqeJi+ieEZ6IaOruloekAxmLkuhmsEwfaeh+/5zNwZo+mYke7ihHX8eJi2M8IdW/Q8G03XMD0fc+Zi6i7H7Rq9Z4+JZdKsxJI4tk18kJh7t/rzWqVR7TQBXjvAtQVDZ8/18E2dGR6JTIqxY+Pp4OsaQ3uCZujkE2nVPHwTt23xIT5zYgQsyvzhcMj3vvc9Op0gpeHw8JAHDx5w69YtfvzjH7O9va2MSrPZrPKXFM6mqAgPDg6U678IXeQskN+/evVKrXDFYPzs7Iwvv/ySJ0+eKHL9xTzvc2VlhYODA0zT5Orqik6nQ7vd5vj4mOPjYzpzA2MRn0kSgxidCk9M+KfimRmJRNQWSkzGZWgXHpvQSTY2Nmi32wwGg2880/6DGi5N09aAvwv874H/pRa8q38A/I/mn/JfAv9bgobrfzD/PcD/G/i/aJqm+d8wTshuXNd1jo6OiEQiLC8vo2kaFxcXCnptNpsK7ZE3WKZHgT+FTyTNSyqVUsRziQzY29ujXq+TzWZJJBI8e/ZM8ZfC4bAi1wunrNvtqqIJwcEkxTiXy/Hs2TMMw1A7ZLnIstksW1tbKtqiVCpRKBSUqqLT6RCLxZTRo8Dw4j0mTZfstAeDgULOZDctKwSxlBDDQnGgFkLzYDDg4OBATe6CUHW73aBozjv4w8NDQqEQzWZTkSQhsKoQAq40b9FoVKEhkUiEvb095ZtyeHiopoZisfgaifxNl4JYTwhZVaYbcbmGYO353k6STBI8M4HnGzzfyzDqntOut/E8F893iURNNE1nPB5imAaarqMZBeLpNcw5QgQ+zszGdWckDB3XneF6LrFYZM4BcObX/uvf52xmUhjEmE7HRDIBiuaaXRrdHh9++KHiI3p+l0S6uPDv/flKYkZ/EPAkEokUh0czJpPBfGUbIhaLkMvdYHt7m+fPn9NqtUgkEooUe329KQ/hfQkfUDh2jUaD9fV1JcwQUrQQmqvVqoL0hajcarWIx+OKpyIIkwwLgPKPk6xSudcEQZaoqOv8u0VOjFwTtm0Ti8dwZjNG4wAV0CQuJBbjWx9+i2q1xvnFOY1GoK6cTCdBaPec07Sytsr+4UHgBN/vcVUNDpH3P/iA5eVlfvLjH9NoN3E9F90yWV4qEZ5Hf1imCfNGCnw818EKh5hpHuFEjJQBvuczGg0JhyIkIxlyS0Uualcsb66xd3yAbQfcMc8IDtGzWsCZimaSc0XwCq1WG2MUptlq0nz5NFi5G0uEMwmawy7PDvdoj/sQsUgm4sTyaU5qFcxEMIW7swnhdJzOdEguHiZXKpIq56hULnFDGpedBvm1JQ4PD5XvX33QYeSMCWcSDDwbLR6ma48Y+g7vfe87mKbJ/+tP/mvFPdQiFsXCMrF4jFd7r4jGYpjpgIdW2lnHntpUq1VmnkurVSOdyTC0p8xcA8eEtjMhsVQglkjgRyKcdRr0NZed7R2c8YBYucD2yhK2PcXzoeM6zOwxybCFnoyz/fBBgAI5NlYsQt2ekI6EiCXiFAoFrsYjtEyaGT6GoRONhDCMQL3raxpmLos1naLNZpi6TiQeJxKNEi2XiegGscmEWCqNZZnoc/6eoQdNlzQm7mzuLTVHtYLhz8GzBrimhTaZMHZ9ErkC2VyewdRG17RAGWuahEIW5dIyu3ffYey53Ehmmc7d/BcHJt/3MWcoxaag+dfrYkQL/LbSxXSw9nY8UpE4d9Z31L0oPKXrteFt9SIej7OxsaE4qMLzk2QL4ZVubm6q9aMkuFxcXKhmqN/vc3Z2pqJ4xK5FLFYEGRyNRirzVzjBs9lMASGyjrdtmy+//FJxqMQx4MaNG2iaxvvvv89kMuHq6oo//dM/pVKpcHl5SbVaVbxhWSGKdxYE0VXValV9XOwqPM9TVBmxg0in08pVQFTSgpTquq42b9/0+A9FuP5PwP8amKfwkgc6vu+LNvIckOCoVeBs/mbPNE3rzj+/8bYnlx2sQK1C5hbVwvLyMoZhkMvlKBQCMqz465TLZT7//HNc1+Xdd9/l8PBQKa6E/C7Ts+8HDrPpdJqXL1/y27/92wwGA7VaSCaTGIahshBPT0/J5/MK3XJdl62tLdbX13n58iX379/n8vLytZBr6YilIRFTVeFmAAoFOD4+VofpbDZja2uLvb09tTqt1+tsbW0pVEH4TAK9Cuw6mUxYWloiHo9TqwWeODI5rK+vK2d7iWwIh8MqhiiRSCgrC1HViOpS3Ibff/999bqJt8kiny2TyajYjnq9zsbGBslkkuFwqJon27aVJPxtsLc0vSLPlRWtNJzD4ZCPn1aDBkq7mN/MOuDQsxsKYcnrgcVHf9oiokWwdItQrEiuFFbXm2GYOI7PeDzDNHU0LTxfZVn0ejMM483fo2VZSsUlMuetra2gMTV1hpMx49GIRDzBzPt6renP1wqe5uO4Mw5PjkmnUhghi+nMxpyFGIxHWJEQmDqtbgc9ZLK8vooVCjFypnijeaEOnhF/rrT0/QCZPTo6pFAsEovGeHG4j2WZNPodLlt1qp0mhUKBzrhPysvx5cunnJ2dM5lM+OCDD7i4uKA96hPPp4k6Y1KZDFYqhmP43H73HjfvvxOQdEMWr169olKp0Go2qTca6IZGMpslFInQHAXGnOVcikQkzFT3mM0RhnCnwdCzsazA4FCLhUjEQmTnQhA/pBMJBQ1cKBwOBhfd41dffE7l8pJ4LEYkEeHhtz/g8uqSzz/7HN/SaA66/Msf/gUrK8Fq0tM0SmuBX9/R+SnjmU26VKC0vkKj0WTQ76NHwky9GaH41+vydOJrZCxbLGKYJp7vUVhZptfvE5tOiMXiSrVVKBaDgUDTiGUzRGKxYB0fj3Pj5k1sx8HwPKajEWM0iEWJRiOsZLNfC2cMAyuZCho+TWfr3r35YRXkv2nxBJlcjsnVFbliEVotEskk6+vrjMZj4qUl8laIwuY2k+mEdquNbVoUN7ew5ve07/tcXV1x48FDtf7PLK+gR8LUmy3+3j/8R/R7vUDAMa8TF+fnLG9t02q28HSP7/zWd+n3+pwdn+LYNpPJdB5mbxCJxJmMA45OPpPHtAxmY5vy6iaFQp50KlgZltN5Koen+PO1W7vVwtB1NjY3SfgGM98nHgrRuAwEUXY8zubGJpHJjJVikoir4Tg+00otEKh4HoWtLRLRBBrQn8GrsYM+DkQmRquLNhpjJmckRjbDwRgaHQxXw1hwDDcM4zVPrkXbAX3ecGmzGVqnB4MB3nCIXasTGU0JhccYvcDjybQsLMvCmnlkDYub2UIQsj79mmz9Jr7XYo24jkaJRVCtVqPZbKrVuawP5TllEPomXtvixySNQNd1Op0OxWKR+/fvo2ma8t769a9/rUjzzWZT8Qa73a7y2+rNr5tF3pys6eWcEgRbaCuHh4eMx2NqtZoyG2+32+oc7Ha7rz1XoVDg4uJCKTZ/53d+h0qlohJlpFkT49TNzU3y+bzqIyQdRbiRR0dHmKapvL8WewPhXMv3PR6PVWyWfJ+LvLW3Pf69Gy5N0/5joOb7/meapn3/3/d53vC8/ynwnwKv+YqEw2Hy+byK1imVSty8eZPPPvtMrRzPzs4U30NMHCORCD/5yU9ot9vKRkK8rhb3vCJHbjQafPbZZ4oz1mw2lbpBJLGu67K3t6e4Svfv3w+y8dJppQjsdDqUy2Ule5YLxTRN9vb2AFS45mAw4PT0VK0lZNcvSNTl5SXFYlGt7lzXVesZkf6qyWh+wwiRT5AqQSJisZhSNUoO1KKlhUQlSRj3eDzm5cuXpNNplpaWSKVSilQvqpjT01Mk/kAg27W1NR4+fMjp6anicUmT2Ov1lLmrrGhEpXLtWlC7ccmFFPWKNF9ivNloOq/JuBcl23KzyqpzkeAqBoiu6zKZTEin02haoICKzQ9K+R4WSbOLD/m4RDZFIhEVtjqbzWgOuni+h6b5TDyHRrcdrBQX1I8akC0VODo6wht0cfF48uwF6VSKsT0hGo0xGY+oNxvs7OxwcnxCoRh8/u6tW4HFgq6jEawoIciZC14TnVarzfnoQnm1uTMXywyxtb01DwqG589fEk/E6fYGzGYO1XqDy6squ7fvgG6wtrGlFLe+bvD+h98hl89hmhbHx8d88eQZmCE8wyKSSBEKh4nEouiGQTiVJuyDEYvj+BBOprHCIWL5AolCkUQ6jWlZ6OMxkVyemeNQ6w/QE0l0keKHPfyQRbZcZmrbTGYu8VJZZQz+6ulTMtksN959NyCKDwf4hknLtrFDIWJzwUwymSSTydAcDBjaNuVslvc+usXBwUFQD9BwDJNMOkMqlURDUxE+o9GITDSGM3MwwxEyloVjOzi2zenpGffv3WM8HPHug4dcVS55eP8h0+kkEBlcVMD3KGdyHPaH5ItlcqkMX52cUb26UutLwzDoz6qkUynOz84Dw8Z0jk53wMneIa7rsry8TGQ8xeqPaHUDZXF6fZ1wdoxmT2m+3McwDC4GTygWi4QHI3K+jjGdEbcilI0QL1++pJRMEhmMMWce/+bHP1UxVNWrK0ZnFX7rt36Ly3aPy6srxuMxo3YbNxymXa+TTqepPHvJwcEB4/GYcDjMZDxGC0Voz4c13/fpdjoMrGCYm4zH9K+qOJ0uqdu3Cc1cDg4OuTw8UkadkUjABcwnkoQ1nU63w6+/+ipANqNRfNvh1XBEuVxmNk+xiEQiTEYjWqMRpVKJyWhERFRo8/tL/vO9rw9FObw13tyEfFMzJH93nbclw+SbnkPOkMXnWeRYLdav63ygNzVNgsTIGSD1SV5HocRcr1dvek5Zjwk3SRT477zzDq9evVJiMHl+ObeEHyW5i+PxWJ0/118rAQZkiJ5Op/T7fU5OTpQ6UQLA+/0+zWaT5FwkNJvNlEG3bLbOzs6UB9loNOL58+fqvJaMQ3ldAE5OThgMBspNf29vT/GVdV1nZ2eHvb09JTqQ61pUjxLDJwidbI7ga9/Qb3r8hyBcvw38PU3T/iMgQsDh+j8DGU3TzDnKtQZczD//AlgHzjVNM4E0AXn+tYfv+/858J8DRKNRX5qrWCym+Fp3794lmUwqxaBIas/Pz9nZ2SGXywXhs3PFxtraGgcHB2qPLPlqqrj1+4r0LWs2adaE21SpVNQaTZSS0nmHw2G+853vsLKywt27d/nlL3/J4eEh77zzDsfHx8qxO5FIEAqFODo6Um7X0uyI3UQoFHqNK9LpdGg2mywvLyvpdb1eV82SNGgCsYqnjZAUp9OpUmJks1kFnWqapvy0xuMxmUxGNWXiwSKFQWKN5O9EFSVB257nsbu7q/ha9Xpd7e/F2V8Oq0WX73q9rqDynZ0dBZ/L15XiIRwiaYrm14n62HXzwMUCJ82rKGEWmzEpkvJzd3s9Lp0xuXgS153hezOc0NeBsyPNn1ftAJXyxdV9fu1OcJlGQvR18MImJ1cXRKIx1je2mNo2/V6P1BwtVNf7wq+aZeEnEhTX1zn+9a9ZvhUYRuqJJI05ord96xYTQ6d062aw8rBMur6nGgPP85iMx3S6HTqdThAEPBkHRF3LwotGcH0PFxj6Hie1KjZgJhOYpkF7OCKSTlK5qLB3dIjv+RycHDN1Xe7dvk2n3Zkjzyl+9atf4bkBIhEQUxvomk42nSIZDngjpWKRTreLF4nxam+PGEHgtre+iebMCE9nxF2flK8R8nVM18epN5mMg3DlpWSSsTui1e8x6fexfY/M6hq1SgWAXD6PW21QrdXodbvE43G2trZo7R0oxeiwO1AKx26nw9V4zL179xjMC2dvNOXoqo4OuOMx5XKZlZX1wH6gG/AQe3PTX0YjrFCEYaeDZ/ZeM1GMxWL8k3/wn/Dnf/7n/OIvfkA5kaJ6dKxWFtvb23Q6HVbyBRJWiI8//hi7PyCfTDHqdNWaOJlMYhomuucTDYXAdXnyxRfB0DUX58SjUUzdIJvJUK/XmTkOd27f5uDgIHjdSyVFTRAy9O7uLrPZjBcvXnB6ckIymeTGjRs0m0EZzufznJ+f8/777/OHf/iH/OIXv+DRo0fcuXOHy8tLms2mut/Ei61arSrEQpSLkvHn+4GwYWtrSw1hX331lfKdqtVqHBwc8PLlS/L5PCsrK2QyGZ49e8bKyopSQy8vL/OjH/1IGU6LsEfUoyLZF9sN4cSKyEce14n0Umvehqy/DW26XmOuoxrXm6fFz30T11IagkUi9ttWfosPGa4XaS/ibn/dKuNtTdb170GaItmCNJtNqtWqqtU3btxA13WVPCL0EAEu5DpYbECv+5UJerToNSZ8Sbmm6vW6Op8XHd9ns5nyvZQGXAQsEscjw7FQXHRdx3EcZdkiAo2iINHTKS9fvlQNlYAQYrSeTCZZW1tjZ2dHUZHkIXxUQb3+OgHWv3fD5fv+fwb8Z/M38PvA/8r3/f+xpmn/NfCfECgV/yfA/2f+T/50/udfzv/+h9/E34Kg819dXX2tu9Q0jXfeeUdxi0SxkslkWFlZUc3J/fv36XQ6yrYgn89zdXWl8tBEaSBNinifyNcSN27XdVlaWlJyXrkhMpkMOzs7Kuy6WCyytrammkBNCyJKJEpHboZGo6FyFWUiME2TYrFIu91WZP6lpSUikchrsRDtdptyuczu7q6SoEt3L/J0UROK75XsvAFltLpYNM/OzhSMapqm8udaLAyZTEapMIUDJM1TKBTi9u3biuRfq9Wo1WpqbXjr1i0AlSUnOY3hcFhl8K2urir/lEW59OLlsehZszhFin+YFAx5/0QVJBLwxZt28e+kwPi+TyqdYqp5uL4XEGN9H9MwQDfQtLmrvCYF2g8ycuffnwbEIjFCubxy558mAml9RjeZ+DPSyTQR3WL+r19PfvN9YkYIO5Yg62kMTy+4fesWS+k8mq5jun08zWQ5FGU4f39HoxHFaBSzO0Cf+cruZNEh2ff9wNl+NALLAs/D7nbxPY/W4TH2HJXUNE35p7muy7jXY9YKDuzp/F70egPsdodut0vsvfc5+PIJl5eXCrUULoY7HKl1DOkMw1aby9NTtJnLuNfHsW0014WZGygY0dB90HwfU9NxJlPi0SilUolKpRKsF+aDlQwRshrvzA/33jzmx/O8gH81L9b1ep1EIqESGoREbJqmuja680ZNpOoHBwfs7OyQz+c5ODhQ1AJBHAaDgaIwJBIJHjx4wP7+vjL4FMQhl8vR7Xb59re/zV/8xV9QqVRUNt3x8bEyFRbXcLn35UAUBdWi/UE6nVZ+VZ1OR2Wvep7H0dERvu+zs7NDJBLhww8/ZG9vT9UdmdQ7nQ6FQoE/+IM/UP5K+/v7pFIpVlZWePLkiXqelZUVNjc3CYfD/Omf/qlSeElmarvdJpvNKjGAIPpSu+Q6yOVyfPXVV8HgMhqpoXY0GinE7t69ezSbTd577z1lkFyv16lWq6TTadVQpdNpvvOd76jrVb4moMyChYAt99Zi07NYW/66ZupNH//r/izN3PXj7W3ImBipSsSUvJbX7SKuP4QrWalUlKhEmgtR/snX++uaysWvI2eHiKz29/eV39uiMlTOwkXfMVm7Sv0XBafUaan58jPKlkLSLVzX5fPPP1cNo1hDyVZJvAfFnuTGjRv0+33Ft85mswopFYK78E4ltUVUjdPplO985zv8+te/VkaoImBZfP3EOglQ3FPF65tTaIRrvrKywunp6Rtfa/j/jQ/X/wb4Z5qm/e+AR8B/Mf/4fwH8PzVN2wdawD/6655IQjiF/S9729u3b5PP5zFNky+++IJcLqdUiiL7fP78OePxmHq9rsw7NU17zQRO/HPERkLIvLIflzigZDLJ0tISs9mMVqul4EbfD2wk/vE//seKuC/ImUTfSMGUledwOCSXywVT6XwtlkqllPGfOIPLXhm+Nv2TAi4Ot2K9YFmW4pn5fhB7sLGxodZHiyRz3/c5OTlRQd337t1TykW5wCUOQRoc27ZVUR0MBkotVSwWWVlZIRqNqmaqWq1ydnYGwL179+j1epyentJoNJRxo6BUi6qU7e1tdZMLQVMeUggW3Zhlgr5eHOV9ln8nCNZ12H+xSMiNFY1GKVhWYMXhTYkbr0diRHwNUxqua/XL9318XaM7mVLO5fFth2Q0kNgbPnjzZAEDmTBf//l8IB6LUSwUGQ6H3L5167UJ7ez0lO3tbby5b1u321XXnPDZFvPhFptKKXAyCQt/8ezsTB3wsiaQDEJZh8q/W1QAbW1tKX8mCTiXw1PQVQjidUSxVygUlOP0YrYh8BpHRhrgi4sLJpMJm5ub6j54+fKlun9lVSJmiYKOyj2VnIdtS65oZY6IyX3u+z43b96k0WiooUUQEUFgRB1bLBap1+vquhPeo5B/l5aW6Ha7dDodfvSjH3F2dqYastXVVba3t3nvvffUPSg0AfHUkntPFGHiU+c4jhruIpGIEqHkcjnlhycE5nA4rPz+RNo+Go2o1+vcuHGDdDpNLpfD9wNO6qNHjzg7O+Ps7Ix79+4Rj8f5+c9/rgK1v/rqK0KhECcnJwqRd12XDz/8UMUlmaaplMPy3PV6XaFG1tw7T4KNV1ZWlFnzysoKpmkq7qt4J/m+/5r9TDKZRNOCOKAXL14QCoUUqi4ZgclkUnkTZrNZBoOBamTFpuNtaNSbPva2z3lTvfnr/u76cw4GA168eMHy8rLazAyHQyKRiKqxr2UCvvHZUGprTdMoFIs4to1pWcGAZNvEolFlIRE8goBv9X3O/71C2Oe8T8eZ0R+NqNVqVKvVYLjRNKYzF8f36Y8nWNEovhVSg+riMCvGvJIiIEPPYDDg4cOHeJ5Hr9ejXC4zmUzY2NhQNigHBwfqfrl9+zbPnj1TjvZi/9DtdslkMty+fVsBEJKEIus8ARQKhQL5fJ7T01P1ukpjJDYSgqS22211XYtydjQaEY/HsW1bnRFSf8QxYDQaKbGe0HC+6fHfSsPl+/6PgR/Pf38IfOcNnzMB/of/rs8tmYDi8WFZFhcXF7RaLX7xi1/w4MEDtre3ubq6YjgcKmWC739t8W/bNr1eTznEy6Qob1CpVFIIkZixya59OBzy/PlzVcilaQM4ODjgd37nd9je3sa2bU5PT1XG2DvvvKMapffee0+tdxb5XNFoVLnXiouzNC6LHKpoNKq4M+IELMnwUkDFiPXy8pLwnFgcDoeZTCYUCgV1oFxeXjKbzdjc3ETTNE5PT4lGo2QyGYrF4LC/d+8eW1tb/It/8S+UYen6+jrT6ZTDw0MajYaK/5Booc3NTVzXVTeZhAyLNYf4KmlaYOgqE7dMSNPpVDV4wrWSi1caI1mTXm+e5M/X4Xo5IBc5W/Lx69OmTOOLD3mvrq8i3vbQ9SCoW8QIovKU9/qbPFrka4VCIS4vL9UhKlYc8XicbrerojAWOUWCCgp0L02mvJ7yq6AJUhTlOpvNZqpxk9dVVgSLBozysdXVVVVshsPha+vs0WhEtVqdG5L2+Oqrr9TEK4G7S0tLr/3si++hXLeCkHzyySeKczUajQiFQpyenqprR4Qoco8vrsLFu+r4+FitkOXrCRonRopy7Yr7vgxOUgvEn0qUnjIo6brO06dPuby8VJFY2WyW3d1dHj16xO/93u9x584d9XlC4i0WiwEnaj5Ni6t1Pp9HYssEtZCBSb4vEeGsra3hOA6Hh4fkcjlu377N+++/rxozaXTkupZYk0ajQSaTUd5Va2tr2LZNKpUilUqpVIO//Mu/ZHt7m3g8zqNHjxRvRgY0wzRZWV5Wbvyj0QgrFKJULPLo8WPeeecddnd31WpwOBphT6d0ul1++rOf8eGHH7J761bgtXV4RCIRx3Ycao0GvcEAw7KIxeOsbmywtrlJcWkpUJHPh5LpbEamUAgc7C+viMVjpJIp0OD0MlCjZqZTNE1nput4poXn+RAOo6OhRSK4pokXCqHHYhCO4FsWmAa+YeBqX5ufAniGgWuY80bGw3WDYUaLB6hUyAoR83xm4Qi2aeFFY2iAa5popoltWQw1na7r4XW6eL6v3PLdWTO4bueDT30wRE+lMT3vG7quOW3C9xmOJxCLUx0MsDJZJrbzWr6q9jqerugHrusqRXm/32c6nTCd2nME2WPszHB1A9f3yBSL2LZNf2ITiUaVEl4QZxGUpVIpIpGI4v6KD2apVMKyLHZ2dhQ3+oMPPuDGjRsqIaHf73Pr1i1SqRT37t1TCnVZka+urqr7NplMKmeBDz/8UNlO7O7uUq/X+dt/+29zeXmpwAkZAiRFwrZtXr58qeqzJHr0+31lli4DlvB6pWeQoTOTySjLF4n8+6bHb7TTvKz/hAsUjUbpdDp88sknPHz4kKurK7U7ffjwoepORVGxaEYn4ZqAImmLCR0EXlNbW1uqIIkiYjKZqPBqKb6LxfDRo0fcvXsXTdN4/PixkpXu7Oyog2QwGPDo0aPXDn4pbovTbq1WUxOvkNdFLSiqIvm+tra2VASDrC0FWZL8tc3NTXRd5/j4mGg0qhSH8nNEo1F1Ecpr/Hf/7t/FMAx+8YtfqIgkiRf5/PPPicyzDBOJBKurq+qg/OKLLzBNk4cPH6rGVW4AaTbC4bBaEQtaKApH8X6Rddib4mqES7UI2cs0s7g7v95Qyb9bPNjh6ziiRSWSPOSAFo8zaWLl/XsboVUacnmvhRMoSNWbpuDF701SE+r1ujIglGIo/muRSEQhebIaF/Rq8T9psIT8enR0RKlUUgHVizEp4/FYcXnkdZXXSJpRWX3UajWF0ArJVQqSXLuiaBLjX0ANOtJ4yWso749A98JDOT4+Vmur4Rw963S7jOdTpdyT4sYu75s4rS+mH8jPpesGzJvHWr1OwfMJy+p+LpSQ7xFNI53JkEqnKZbLxOPxIJPQ8/A1jcgclbIdB08LrAY++ewz3n33XY7Ozvgn/9P/GeFwmE8++5wf/uVPicairK+vc+fOHTrDIc+fv8CbTskWCkymU2aeixUOM525xHM5wuEI+nhMtlAgMk8xyOVyQZHP5bloBbJ/Lxxh5MNRtUrHDhrsXDaLF4kSKxQxU+mAGLy1HTR86QwnJydUuj2ypTLhXJ5wp0uivMRHv/M71KpVLioXJMpLDDUd0/NxwhEK5SVqzSaRYhF3OKKQz2OFw+iuS2MypdPt02q3OK7V0cIR2s6M1dVVmvMoqdB8/dfzfLbl+9INvFAYI5mk1u+jaxrJYgnbceg7M6bjMb2pTTwWI5xMMWu2MGMxdtbXaLXajByHWqtNtdmgqJeIJVP0e336/R4hK0R/OKRQyM85l/Oa4PkBOuSDrmkYgD9z8d0Zvqbh4+N7HppuzK1i1IGEZgZGx3g+mufiz2a4wwHeZIIzHDJut9CnEyx3BqNRwPC0LDTLAscm4s7YLgVRbo7jELJCTDyXma/T6XZpNQPV8EoqyVIiPvcAg8Wuy/d9JR6SiB+GAzKhELF4jNV06htXiMEatqciamTokjW97vv4ros3m2E6Nvo0sFuQlXuv1yNvbVOr1Tg/P1e2L/V6nXq9rtA6Wb/l83nOzs747LPP2Nraotlscnh4CMDh4SH379/n+PiY5eVlFWnWarVIpVI4jsONGzeUKbHEFkm9KxaLSmTR6/XY2dlRcVViFJ5MJpnNZuTzQaZor9dT2wDTNCmVSgolFV/LxW2BJLE0Gg3S6bQy+ZV6J6j1+fm5QuPf9viNbrhCoRAPHjxgdXWV09NTpVaUi00m5cU4CrEykItoMpkorw7HcRRsLRJaOeSEhCd5hdLoCZFvPB6/tm6UNyKRSPDxxx+r/bEoECeTwJBSLCxkRSeNmqhAZF0jPKpF4qGEFhuGwf7+PplMRq1pxLRNvE0W99ViWPrzn/+cfD6vHKTlUJf4BbHWEA7EYt7ie++9x+XlpTpAnz9/rhR+wqeTm1Cak8FgwNramvICSyaT3Lp1S8Ucua7L6empsreQvKp8Pk+/3+fly5dsbGzQaDRUUPfi420cC/nYIooBXyuQ5Nfrny//Rhp74f6IelIaeFHWTCYTBoMBw+FQNbPXGz25Zvr9PoeHh6yvryuV5MrKSuC8fo1YKd+zTImNRkMVLxF+6KEw8VQKzQ8MGJ35yk/g/Ol0SqfTxXVn1OsNdEOn2WyyublFbzgkmc3iaTqhWIw78/fc9X2mrsfS0hJ2rYYRiWBZAWrqqdfawzBNdP1rubkRj9ObTskuL5PuDwiHA8+jwWBALBcjPF8Zbt+9x0QLUK9sLodlmUwmQQyRF4ngR2PYVoghGrrrofszKt0eVjaLOxqT39jECoUILYgpQvV6wKfwfcKxGIl5SHyxUAhMjTNZ0q4beCV5HqZhYFoms5mr4kem0wkrt24HTbFpEvbjxGNxzMEAZ+bQn7nMrBChtIVhmtx68IBOt8PZ2TmxXOAMP9VsZqaFGQrjaxrl9SCY+bxao/qjH7O+vs6r4yM+/uXHAfoXCvH0xUuq9Qa//ORXgUdSJMLUtoMGzvcC3y/fJ51Kks/nA/K54zDodXFsBxMo53NMp1NataoaNlKRMPlslnI5UB5rrsfGUjlIj7i65OJgn3QqzfbONo3LS8KRCLfWVmHm0Dg5ppbL0r2scHmwT3d7i/2nT7Ftm9u3b3NxcUHt8AADaPWCMGrDc+m0mly1A1+25eVlGleX1Ob8z+mgH6DhvS4HXzzm9u3b/HL/lcpc7F9WMLNZvFiUaSvwehs36rjTKZdzDlY8Hqc9CQbbXq+nVp2Deo1iIo7d7ZKNBChnxDRwh0OmoQ6XwyCfsXZ6SiaTYWlpid6cVqJ7HthTvMkYz3HAiWB6Htpshm9PwXGCRgwLdB3N8MH7GuHSPA9cNzA9dt3AKdl1VXPizWa4joPm++iAP7d/8V0XT9PwNY3JOLCHicVi+EbADRUO3mw2ozNX0b7mr6cBfM1T9f0gbPni4oIPPviAZrNJNBrl5OSEtbW1b0Thfd/n4OBAWSlIHRQKgWxyFuud1KXBYKAMsYfDIfV6nUqlEqhVK5XXmhRZMwvQIY3JorWGGA8/e/aM4XBIrVZTzy3DuCBlmUxGDRuiaBRkOJVKKRqADHWizr9//77qBQ4ODhTVQJqt0Lx+SK2VxjMcDivusrwuP/7xjzk/P8dxnNfC38V9Xrho3/T4jW64ZMr9oz/6I+XtkUgk+L3f+z3eeecdlpaW+PM//3PlQi7ZR7JmkUw0cYoVOFLTNLWelGgN0zTVTn1xnSWNjCAXQkwHVFK5rNf+7M/+jLt37/K3/tbfUjlW0+mUP/7jP1bSWjFoFZ6VTPQSw+B5gUmbeDlJs5ZMJoODK5vFtm0ODw/JZDLK0VfgYXHylgs2n8+TSqWU476YW8oU0e/3WV1dVUifZVns7u5SrVb53ve+x4sXL9ShPxqNlP+I67pKqRQKhdT3LK+t2FcsLy+zsbGh1p3iAC6KTOFxSfPV7/dVLqSsd+B1Qqo8FrlKi0pF+XWRp3Wd9wWoRrpWq6k1seu66nqQCBRAFSBAyZWFW7P4nPK1JedT+AeS6Smu6Is8MyFz7u/vK9WVTJ5yLfZ9Ag+qwQB3MsHzgrip0WjIzAk4SVdzZU97NAo4fdEYoUSCsG1jRmNEUknqnQ61VpuHDx8GMR3Ly8QSCcxuByscnq8efMKGycyd4bkakXBkvpa0MXSdkGFSLhbJJJN4to2va4xHI/y5Qak2mxGLRXn6+BF/8Df+Bu12m88//1ytrKOJOON2G2vmYjo2Ed9j1GwEjbhp0K1U8AZ9FQWVSqV48eIFAI2zM0bjMcwHrvbcW+/yVYtWsxmsBz2PyJynWSqViBkxBqMhIT2I+fB9n+bJsVqPup6H2+vSurhQ149cN8vLy3iDPq2zM3qXl/R6vSBdod9jqIE9j/JKpVIM5ge7lUgwbNQ5f/WKs1d7arACuOwH3KfJPJx40Osx6QUoarFYZDIakcvl6NRqTMZjTD/wfDL8QFyiex6NqyuYzfBnM2qXgcv9xdwbcGVlhUgkwvHBQWBcO53iOg7vv/cu1WqVpXJgo/GLX/xCrWjX19aIRiJ876OPeP/999WgdevWLaLRKJ9//jm9Xo+PPvqIg4MDtQEQRaVhGMqMcmNjQ/Fx5NCTtVKhUCAWi5Gd+42Jxc/5+TnhcFghLnIg53I5tZoXBOL+/ftq0PV9XyHj0mg0m83ABmPOaZMNiAyccs8t1pDF+3ax1izSFBb//k08yev1ZvH5r9cpiTCS55VaICRyqbHy9QTBluzH6XTK2dkZzWaTWq2mVnvyvcnjbYR7OXPkPxnYJDew2+2qmi/Kf1lhd7tdGo2G4k5CYDz97NkzFSfVbrdZW1tTFjvFYlHxbwWtj8fjrKyssL+/z+7urrJgEtsF4YIu+nCJoXitVlMis9FopFAz8SOTnz2VSqnGcmlpSZHvRWmvaV8HWkuzKGi71GDxcAyFQvzRH/0Re3t7/Nmf/RntdltZTcl9lMlk1H3+tsdvfMNVLpdZXl7mu9/9ruIqrayskMvllOJPdrAS0WEYhspCkhtPUKNoNID1P/nkExzHYXV1Vd38KysrVKtVksnka46zpmmq38tFLB5hMg20Wi0k5T6TyfD5559z8+ZNKpUKk8lEqa1ECBCPx7l37x6GYfDTn/4U3/cVD0IsH2QamM1mavUGKHuIdrtNNBpVZPdYLKYMSHd3d9VN6nmekrTGYjGVT2UYBqVSSTnTT6dTFci7trZGPp+n1Wopcq04/W9ubga+N5OJ4q4IMtbr9dTqttlsKsRR1lErKytKJRoKhTg7O6NYLCrfsslkooQBEra7uHJbfFwvnIsF8frnvA0da7fbvHjxQhHQ79+/rzIuBd0UFDQejysofNHfxvd9FYCezWZVw7uY2ba/v8/KysprHED4uigKyXTRO0wItYAKQW82m4qHGA6HqV9evkZSjUQi9FrBWqPf73PhBSu2aadN4+rqa/R3ZxvLnZEKWVwcHdKo1ej3+68R5uXa6/H1atGyLNzJGAswfZ9Rr8uw66vr1TAMbE0jFY/RaTT45//Vf0U4HA4O23AYPxXA++1mE1PX8V2XVqMRxOP4PvVqFdMwKOTz5HM5ns8tAgbzJlemVYH4JZ9U+BRCsJaVpaxfBJm+ceMGmUyGTz/9VPE4VlZWgrUMX+ctyiEYiUT45JNPlPJOVrpilLi+vs7W1hau66p8OPh6JR2NRhWvYzqdqhW9WLqIgEd833RdZ3Nzk9FopEQ2hmFw69YtLi8vVYEfDodkMhllaixrf8Mw2NvbU/edcOG++uorhbSKAGh5efk1xXGhUODFixeKLP0v/+W/ZH19XUWmLa6MhdcmZpFiJinRSP1+PyB0FwpKydpoNDg9PaVcLqsG6vDwkFqtpnh7MpAKGn7r1i02Njb45S9/qZqmVCql/v1kMuH58+eqrkt+o0TFiLee2A+8rem6Xh/eVjfe9PeLTdfb6o5wgd6EisuvonoVRbs0//1+n6urK5WRKUIXARWEqiD34Js4p4JiCbm91Wqp66jf7yvRhzQjy8vLr9E6Tk5OlMK8VqupjZDkiHqep+6LVCrF5eWlipqqVCoqvSKRSJBIJJQqfTab8fz5c0WvEa6niNLk/kgkEqyvr1Ov1ykWiyoxxnEcXr16xebmJtlsVtFcDMPg/Pxc8bUODg64ffs2pVKJ9fV1fvKTn6izQq7t69sREa0IdULWty9evFBeYeLmL/xVcS142+M3uuESx3hJvd/Z2SE5d1PWtCBv7d69e0qZKJLp3d1dlRNmWZZCMATxEehxMRC3XC6rwy2Xy7G1tcWjR48A+Pa3v82jR48UoVtIp9Jw/exnP1PEYYFODw4OWFkJXK2LxeJr0O3y8rKS3D59+lS9YXLRSWL5YnxAv98nGo0qYUAmk+H+/fvqphH1jjSbi15bhUJB+Wx9+eWXPHz4kPX1dR49ekSr1VJSYrmIptMpX375JSsrK6qASii32A6IykbgX+GNtdttrq6u1CpTEEFZCUiy/cXFheIRSWi2rO9CoVCQ/TYn/S/C1Nfh8kWOFnzdbAlKcX3qXBQtyLR4dHREs9lUapPpdKrWu4tNnExUghDKalqmc5neer2e4kMtxjnJz/KmxyKxXKB7aaxFvLFoSyINhbgpC6l98TUBFOK7WFBEKRSLxTg4OHjtdbu+ll08RMLhsApIlz8vvj6y9pOfQ9bsMmBMJhMlHonFYiQSCc7OztSE/fTpUyXuEN+3xZB1abZk4Mnn84pW8PDhQ8bjMZ9++imAQrllLTAajRSB+1e/+pUyDl5ZWVFKpBs3bqhJ+8mTJ+q9E/R0ZWWF1dUgOOPq6kopmd9//32lLFwk28p6Xw4rGTREcSiEW6EASJzK4mufSqW4e/cu/X5f1QB5SBi0KPk6nY7KkE2lUkqxKCtuoSmI+lruDbmGzs7OlApbuIFffvmlQqqfP3+uUIZisagEMpJfaVmWcgwHlNBDUHAZpETUJHmS8XicYrHIkydPME1TIcxS58UyQNAOqbPD4VDxbWSdI4esXJeS9PGmZkle4+sfl+HiTZ+32Fgt3k+Lz3GdIyrPd/3eX6xl1WqV2WymuLau66otxWAw4OrqinA4TKvVot1uq4ZW6nc0GqVSqVAoFK6Xlte+higCG40GFxcXCs2ULZEEl8t1ITScRaRneXmZra0tDg4OKBaLysahVCqpe1NU971eT6kUdV1XCN5sNuPk5ISdnR3q9TqPHz9maWmJUqmkAuRlVXf37l1arRa+Hyjjj4+PKZVKatBwHIdOp8P6+jrdbpdcLqc4t6lUiuFwSKfT4e7du6qRTCQSSgkqodUCaEh6jIAtmqap4HrZdAjQIc2xNJ1vq+/y+I1uuAStEQWUZDOZpsnNmzfVRCV8rMk8l0p8ZsSATzrtZrPJ+vo65+fnKtBVDkG5eETG2u/3VTdeqVRU0Kb4bkynU1ZXV1VMkCi+yuUyv/rVr1hZWVHmfuIdJZyLcrmsgnRl91sqlQCUzH40Xy0I2VqaT5mW+/2+UjaKbHV5eZl2u00+n1eBo+JbIjB1qVQKVhAXFywtLdFqtRTxUdA3UVyIWag8v0DbV1dXDAYDtra2lNpKGhcpgGK6uLS0xLNnz5Qh4cbGhrLw2NjYUF5ExWJRFZparUapVFJS88VCt7jqhb9aMOXgvw7zX2/Y5GNykC/aalyfEuXfCdog8VLtdhvf95VK1fd9Go2GircQ9Z8oAgUpW/w+pHhLsarVaqp5kyZN8jNlJVoqlV5b43iep5qw6897fe0hfy/pA4JKSSMj/05UgPJaS5SHFOEXL168ZgEgDd3W1pYScGxubrK6usre3h61Wo1IJKLMPcVSIBQKqYFC/JYcx+Hp06dqal40dpSf9e7duypeS5ILZA3r+74ankKhkCrEghKUy2Wq1apCCgHFrzs+PlYrdVFzRiIRlaAAKBT39u3bVCoVDg4O+L3f+z10XWdvb498Ps9wOOTTTz/l5OSEUCjEysoK4XCYXC7H+vo6/+pf/Ss19C2mGIiUPZ1OK+WUoBASZeJ5HhsbG8pfKBQKcePGDarVKpZl8fDhQ6LRKD/+8Y/Z3NxUyJms6CuVCslkUjXFmUyG09NThepblsX6+rrKwJtOp+pwE0m9IHW2battg6ZpnJycqHolynBpkuTelEZNbGByuRz9fl9RM0SZ2Wg01PAsw42oNSeTCcvLywo5cl1X5e/JYCIejLIeg9cHirfdI29qzN5Uaxbr0jf9ndy3i5QHeSwKgMSLTexaZOg6PDxUnpNi2imJCbPZjGw2q9ItfN9XatrF71sQYWksFsVSQkmRM1S+b2n+BFkXGkwul0PTNDY2NpQoJhwOc3Z2puqGZB5LEyfq11qtpoQ8FxcXyr5D1LqydpSmRtd1tra2OD4+VrYNsgUYjUYqUFrqqgzz1WpVca5lQJTrNpVKsbOzw+npqUL9ANW4Sk0R8CIWiymPrkXajxiHy33heR7ZbJajo6O39jS/0Q2X8JK2t7fxPI+rq6vXDB0FIi8Wi9y5c4fZbKbiZh4+fKgmAjkExM9L1IiffPKJ2n0v2kHI59++fZtiscjZ2ZlqIsbjMfF4nFKp9Fo6+vb2No8fPyaVSvHRRx/xx3/8x9y+fVuhRAJzir1Cs9kklUoFMRTzxmxlZYVyOSC7apqmfHqkcMnkJ2ns0+lUNWHCU1hfX1fPJx34ZDLhs88+Y3t7m93dXZrNprqQut0uvV6PW7duKVl7oVDgxo0b/OhHP6Jer5OZu1lL0yDrF+GACZlemjQh1ofDYXXjX1xcqLVuJBIhnU4rHoDAxxAUoKWlJRzHUeHI1ydLeB3FkT9/E/z/pv/EuV4UmmIQ6TiOUoUuPvr9PsfHxyq2ZzgcEo/HVWPe6/VUPJQcVDIMiCeQZIctRl+IElHTNPL5vGrGpYER/7RsNqsmUlFO3rt3T8HsP//5z1UDdH0Ne/21Ee6cKHoX30NptGTtK8IOiZpyXZcbN25QqVT49NNPFVLs+wGnZnd3lw8++IDNzU11aF5dXVGv19XKWNbT/X6f8/NztY4+Pz9XB4Cg2BIcLyu0nZ0dSqVSkAN44wYXFxeqiVhaWuLly5dqZT6dTnn16pVCDwCVFypcIInqkJXJ7//+7xOPx/nBD35Aux3w3YS/KGtux3H49NNPlV2LGJ/GYjGFXG1vbyvRS7FYZDqdsrS0xG/91m8prylBBF++fEm9XqdcLitV9PLyMgcHB1QqFbXeERQ/k8mo+3DRNkKUVsJPlTxPMRXWtMB8sjiX+EciEb773e+iaZoylpT653meOqAApQb7/ve/z9OnTzk/P1douu/7r4ma5DBfNIuVP2uapngvsh6We0RUuqPRSDWiguAJYrixsaHEQsL36XQ6SuEmxrNiV7CIeF2/D6TmvAnlehOafr3eXG/U5O8WB7vF+1HqwuJzydkm76emaWpTIPYjnufx+PFj5eEodj9ra2sMBgM1mAwGA8UJFv6xfG9CfJcBfHl5mel0yubmJnt7e5RKJX7961+r9TnwGrIsOYjSiEjTsb6+rpp2Gco9z1Or3VwuRy6Xe00Z2Gg01FngeYEtkCQybG5uqnSUVqvF/v6+QqT29/fpdrtKiSz8wGQyieu6VKtV2u22onfINX7jxg06nU7A97y85J133mF7e5vPP/+ck5MT9Totvj8y8IjxcCaTUfefINEyzIiQTJq3tz1+oxuuSCRCOBzm+fPnytBOCNZiH+D7fpA1trHB2dmZgv4LhQKhUIgv5pEYi2Z6m5ubPHv2DN8PjEtFmeH7wR5cuCGHh4ccHh6yvLysYPpkMqkOQnFn/qf/9J8q00c5VCFYO0jh7Ha73LhxQxm6JZNJotEoH330Ee12m/39faVMETLv8vKyyoQU34/V1VWePXtGLBajXC4TiUQU+iZBmqFQiEQioVAtycDq9Xoq4iidTitjQtmj27ZNqVRSvkLCKZK1gPj/CJFfYN7ZbEYqlVLTTafTUaiEoEKy3lmcwKrVKqPRSLkrC/9FLDFkDXPd0BNeh/MXUa238bcWC6M0DbICE5hbkFRBBWVqkpWUoCjdbldlUXbmkS/RaJRisahWkoIKCs9CbBckLiqVSqlm68WLF5yfnysEVyTOiURCqVNjsRidTkcVVuF0lUol9V7//u//Pqenp9Rqtb9yeCy+Vr7vv8aBkENJGmp5j+V1EpsHeR5BTqUIitJT1pq1Wo3f/d3fVROk53mqWVskQbfbbc7Pz9XKQgQCk8lExVBJg7q6uqo8uMT9WtAaMSd97733OD09VZwsGaxqtZriHcn1ep2GcHl5qexTfv7zn7Ozs6MK7Pe//3329/d5+vSpIgFblqWaHCn6Qn0wTZOTkxPu3r3Ld7/7XZ49e6bsUERiLtSCTCbDy5cvWV9fZzwe02q12N7eRtd1fvu3f1shEnIoxWIxtra2uH37NpFIRDXgo3mGoHgOycEmQqJisRgoBOdrydFopMjMs9mMQqGgUjtu3brFz372M8X1kmtA7u+vvvqK5eVlxTUdDAZA0Cjcu3ePR48eKVRJkHFpfuVwikajyjVeEJTFNb8MYVLD5Hrtdrt88cUXPHz4UNWUeDyO67oqQFh4iBJRdv/+/ddI0W9CfBdrxKJ9y3XEWH7/TSjX4mNxnSj3k9RGQCEykvGXTqcVH1QaK6FsCNdWBrZer6c2CUJ1ESRG1mRyDgnHWb6+DIBra2sA3Lhxg+XlZSUMk7WbiIrkOmi1Wrzzzju4rsvR0RHb29tqhSj1RO4NATHke5GaK82cOMWLh2av1+Ps7IybN2+SzWb55JNPiMfjyqD85s2b/OxnP1O0EwFQBCgYDofqPwiMrGUtK7VafCrFQ0/O80UPR2mmZA0quY5ybkljJv2EGEmLHdI3PX6jGy7hqHz11VdqSnFdlx/+8If88pe/VJ36kydP1FRr27YiYmcyGe7evcvh4aGKu5CV2WQyYWlpib/39/4eh4eHfPrppwoi1zRNcZ7k4E0mk+rrn52dsb+/j+M4/NZv/Rb5fJ5YLKb256urq6RSKUajESsrKxwcHCg4/Pz8nO3tbRWnUiwW2d7eplQqKRRK1JVHR0c4jsODBw8AlPpPkDJxftc0jd3dXYXoyQVnWRY3b95UE6LYQcxmM+7du8fx8bHyWGo0GmrfvmhPIRllclAB6r2Qw3B7e1tNCLIyFfdfUVsKh0cQlFQq9do6TIqHoFu2baumdHFKu95IXJ9cFzkwMmm9qbDKehdQfDl53wWVk9VprVbj7OyMV69eqdev1WqpaXIwGPCd73yHQqGgCOKO46giJB+7uLhQK+bJZMLp6al6XimGcmBIkyLcHVmFy6ElaMB4PFZrx0KhoK5TmZavN13yHi1KtD3Pe42oK++RrAoFZZSDSPgciwR14UIWCgVyuRyPHz+mXC6rJkLuTXlvFw/UTCbzWqO8tLREp9Ph9PRUOUg7jqOGrEqlopRow+GQ1dVVRQUwDIMbN26oe/3k5EQZtZbLZc7Pz5WnmaZp/OIXv+DmzZsAarD46quvFF8pEonwwx/+UCVeSCCwoNMyiYsi7uLigsFgQC6X42//7b/NP//n/1xFZiWTSV69esXTp08Ds8+jI/7+3//7Sg0sgojhcEipVOLVq1cK5VldXaVQKJBIJEin06rWnJ+fk81mefDgAScnJ+rel3tUUCVB2aUJEwJwoVBQUWO7u7uMx2NOT08pFAqqwZc17eHhIXfu3GFpaYnz83NKpRLD4VANTbK+fPDgAY7jvMYXkkSPaDSqVrS+/7UzuWmaSjQjB2gqleL8/JyNjQ1FlJbBT5I4hH8ndVfWky9fvmRpaUltCAQ1vV4zpBZcb6De1mgtNlfXh7jFFeL1vxOESwb6Z8+e0ev1+Bt/42/w5ZdfUqlU8H1frbIld1eQvEajwY0bNxQPz3EcyuWyamK2trZ4+PAhJycnqj59/PHHil/a6XSUvYKY+Ar3TWgPzWaTv/W3/hY/+MEP1HAvKz75eYQLKFYRkmUofCtpTIrFIr1ej6urKx48eKB4wuKnJchyo9FQ9+/p6aka7mq1mqJJiHdkPp/nO9/5Do8fP1axe8fHxywtLamhQ2qn53mcnp4qMZhlWSp2Z3l5WTWLt2/fVqIm4QgunmVSH8/OzlTShTRXQgeSui0NsQAHb+xpvrHj+e/4IRC5TElyELRaLU5OTshms6TTafVGS+frOI7iDckL9/HHH6s3t9Vq8eWXX5LNZvnX//pfKwRDcsIWYz6k8Au3QfK7arUaH330EV988QW/+MUvlDJne3ub7e1ttfcVZ+n19XU1WS4vLyu/r88++4wPPvhA7ZLFw0oOuVwuh23bXF5equkgm80SDoc5ODhga2uL+/fvE4lE+NWvfqVIvuPxmDt37rC9va0uQllXCmS7s7OjIP+DgwMKhYIifi8tLbGyskI6nVak8na7rVLWhZsha0FxQ5dD1HVdGo2GMqwVCbg41wuiIY2jcOhkwhVUUCT11z1e3lYgrz+uT7TXfy/PIQ2XTEHvv/8+P/3pTxUnTZCJo6Mj5XwuxW80GrG/v49t2woxFa6KcJekWYhGo1SrVarVKo1GQ/npiAeNruvKRb7VaqkIFBGACA9BlHkysd24cUMVi29961v88Ic/fO0+Wnx9XNclFosprpkgfYBCI4UEKgVFGjCZ6ETkIU1ULpdjd3dXoZ9CXu90OoqTIQ1eoVDAsixlqSKHrkyysiKHAOUWTp/wenw/4PBII9VqBX5QJycnylxXps3NzU3l9ba8vMzJyYlauck1aVlWYEY6f++lQN++fVupOmu1GpO5+ejz58/V6yH8R2l8Pc9ThVuaC1nrv3z5kpcvXxKNRpXVxfPnzxW6dXl5iWEYKgi+1WpRqVQUYnr//n2ForVaLS4uLtja2uLk5ERRAz744AN0Xecv//IvlRpWskobjcB6QxpAQWBF6bi0tMQvfvELtTLVNE0JI+SAWXzd+v0+KysrdDodstksW1tbPHv2jJ2dHVWPJQGg0Whw69YtpXSV61hi14RzBShytqzkJSpJeJSycgMUr0kQGGm4hQIBqLXSYjO0OKBJLVjkbi6uG+XPi42ZNGqLaQ7y929ruDzP4+LigkajwZMnTwJ7kXmdlHtLBhNZKS4tLRGNRul2uxwfHysVZywW4/z8nHQ6zeXlJbquB7Yhc/W6ID17e3tqoJLmStBGSQkpl8uqOZL32DRNPvvsM+Lx+GuWE4vcPF3Xlb/iIkFerBtkU/DZZ58pcYQIguQ1Oj4+Vme7fGx/f195Y8rWRxBocZ0XKoo09nKNSg2VlWA4HFaeWpqmsb6+TrFYVCKL09NTbt68qRzp5dyFr5XoosgV+og8v5Du5VEsFtXr8LbHb3TDJasNeXNlL720tMTa2ppajQ0GA1WgBbaXXaxM14teUuJ7BAG60W63lX+LGKzKQSOHjhQf8SNJJBJcXV1xenqq3N8FGk8mk4p86zgON2/e5E/+5E9YWVnh/fffB1AHtcTqVCoVFXkgF4gkqIvTvHwPsmoUrkU6nVZ2BMK/kXgF8SyRlVF57sMjBm2bm5u8evVKwdnlchnP89TFM5lMePfdd+l2uwphGQ6H7OzsqGZI1Irj8Vg1lotTlqw86/W68u+SZi0SiVAqlZSJp8hvAeXWvtgcXedMLK4U5RCEv8qxkGIhvwrRVp5LxAo//elPlepFpNOyzhA4WaT0i3v8SqXC3t6esh8QArKIFKQgr6ysUKvV1HUpPKVSqUS1WuXi4oLl5WW2t7cVh2o6d+iWDEHPCwiwEjws8LpwyKTYXF9vyENeK4HGNzY2VCitcGlc11VoGqDsBQRVPj4+VpmXUoRlhSgS/4uLC1XAhB8pw1MikeDWrVtqzSprEllbSxKEoMtiAyBczel0SqlUIhKJvJZNt7KyQrvdVh5Ad+/e5dGjRzx+/JhXr14pNFD4U+KJJuuJTqejXr+joyNyuRymafLq1SvW19cBVA0RdEsOc+HBCTkfUOitHKCLqy3f9xUaIx50iUSC09NTNE3jb/7Nv0m1WsW2bSzL4pe//CWJREKhALquK26cIObyHsmULd5A0UhMrZqWl5eVYXEul1OKzq+++kqheoJ+GIahuKTFYpF4PE6/38e2be7evavSKgSxEBLzYDAgHA7TaDTUNVwoFFRdfPDggUIRBcl5/vy5ut8lPaNarSrCvSBahmGowObj42OazSYPHjyg2+0qmf7a2tprjeKiKGSxJsh7tLj2W6yjcr/IQ+5j+f31VaWs5X3fx/eC/9C/btiurq54+fKlsvo5ODhQ2YJivCxcUoln0jRNCZMEvb5x44aqY9lsltPT0yCD9fZtlSW8iG7JgCtoUK/XU0pHWTlms1kuLi5IpVK8evUK3/eV6lX4ZJZlqdxKWTlDMFgJr1g8M+X+kuxX13Vfs3+QOLpoNKoGL9M0FR9TTJ03NjZUjXBdl08//VQhlnL+y1kq3FQxQLVtWw1bItQR0caLFy9Uvudi4y3nh+M46tqLx+OUy+XXrD2kL1gEab4J3YLf8IZLpiN5MYTbIeQ/QbtEASHFXW54ISzL4TiZTJSPyWw2o1KpKB6R53mKMyIqNLlxLMtSJFIhAb733nv88pe/VNyKRRsBOWCkcH711VeKAH5+fk673VartM8++4xf/epX2LatoNVFj5J2u00sFuO9d97n6MUJnW6L5dwK5ewy49GYdr+F3Xc4qh6zWlibw/yjYP1BlGQ8RbPSZnd3l2w2w7Nnz9mvH7D6/TUiWowne8/o1Lq8e+f9wJ7Bj7C7cZtUOEO3FYRuhyyL7eUdwkR5+uQJhWSJ9dIm6UiPZOhrZ91IJELSSnF1dUXSSjPWpkRiUUKhoFGdTCdkojl0R8fAIhXPYI9t7N6MTCSHEQ9c+aNanEFjRMxKBNlW9SHmLMQs4mFaJnEjSSaSw3SC6UefNwm6ruNrX6uBXFxCVgQvFkyy+ViRpJkmHyuqhi8WiWHMggbj8qLKuDXlxo2bNM4CflrYj5KPFel2urgjj4SZwtDGGLaFqWkUE0V8GzKJLJvFbUbjgFydjxaxDRt9GsDOUSsOBlSP6ti2w7A+JpVO0+8Gh2A2HCZaimOaFt1uh5SZJZyLMZs5LK8v02w2qdcbzMYDjJBF1LcoxHQyoRzRSAzD1xn1RsSSCcKhCMvpVWIE3LhMaBBMqpGhUhpG/TjFWJncjQLl8hIRN8bMnREJR4jGYgyHA2zbwfeDLDfd0AENN+GSSadZyayTTCTZKs3XHHNfMMdxSCaTjCcTzHkDPJlMmOVnOE5AXNcAz/eI+lEShTSRSBi/NBcPdLowJ0gn4nGmto1j29h9m6xVYDW/ooi8UTdO46TJRm6LbrVLLlLEHIfIh4sUwqUgFqWv88Gtb2PdM6nX6gox932fsT7GSljcXnmHRCLB/c2HdDNd1czouk7CixMixO+9/33isTidTpt76/dJpdJzfmNnLhrwiMdj1Gt1CqESy7klrHGItJalHF3CNC3MocVaan0+LSdwyjZoELICzuVgOGBleZlkMhiWsnqOD258i5ezl4TDYT779FN0w+DlJy8xDIP/6O/+XR4/ekTtPFAQZrM5WtHAJqAcXkLXNKbVKbcf3EafmPys8hPa9QYR0+LBgweBoWmrTfU8UGEfvzogGokQ0k2iyTTDwQBcn2QshmNYWJbF2tIKmUyW88Nj0tE4iXiCQipDv9Gm3wj4Ztur6+QSKTQ0wqvr1OsN4maYbCxJN5bE8jTiZph379zDMHQm48CW4qJygWmY6IZOr9sju1SimMxwcXGBNp0ptMedzciEYyxn8uRyObqZAlEM6t2gadenM2KaiY+PYUaI+DpR3cL3fEI6TENRfM8nZYaJeDoJ3SIXSbyG2i8eqIsIsO/7YM6bNtPHNWfECSKpukaXkREmpYeI+yZrsQwDe0LH/TpaSgy3I5EIJycnaugRaw4Z1ETVLZmCr169UtsbyVgVhanQNVzX5fLyklarxeXlpUKr5JHP59XQI4078Jp3WjweZ2trC9M0FV1EhDDigycDi6yXv/zyS0VTsCxLrfZ6vZ46g+/cuaMGA3GN73Q6CqGS5BNRqALq3BXvODlXZVMgCl7hrsl2RVDZXq+nqBiz2UypVnO5nFJBS3Tfhx9+yJdffvmaZ56s44UnPZvNFGItv0pvIjUlkUgoa5g3PX6jGy7plEVWKgHRQrwVcl48HqdQKKh1jJh0yq5VLgQhacpkIheDrNUWFQqLU4tt20oZJRfi06dPgQDSFqXgdQ8dwzCUgsb3fY6Pj5US6b333lOITr1ex/M8ZYMgBb9er6tIGEE0Gv0ag+GQeCxGJhNEDA2GQ9555x2GwyGVy0vGoxH9wYB+v6esIKbTCYZpMhwFq6KrqyuarRaNZmOeM+aSyaZxnBnDzpD1jXV6/S43d2+ytrYaNH+dFsl0MlAfhi1cb0a+kGNlZYXnz58zno5Z3Vil0w8ywcbTEZquk0glSKVTjIYjIrEwpmEynoxp91rEYnGqjSvwYWoHK7pUNlCclFNLxFMxJs6YiTNmZA+xfAvHs7HdKcPp13t0wzTRNdC0oDB6nofrBeTUiRuobGY4eMwoRqKM/RloPro3YzToBfmAjQa5bJZWNeD4GXNH8JkbrMLisTg7O9tcXFwoIvOo22ZpqUzE1GhWL4jFYgzaTSwrWCNXqzU8x6VW72FZJulUmslghD3qMfQckvE4w1GPfq+H63qUyyXK+TTdxtV8Ck7h2SMmgw6GN0WbTfG1AJmLhQwM3yGbjASZYLkU49EA3bNZKmRYygfrBteCsO6SLgS8xHKuFFxvyTz5fD7gb1zpFAorpFMpbMem2fSYOQ4+YMy5DBLaG4vFiJgeyajBaikbTIymQSIeELRtZ4zmTvA8DXxIJ2J4nqlW3Y7t4M0cJt6EdCoFM5doJIprO5hawMcJGxFwx7j2CM9xyGczTCcTqpfHalpvNRzikQjTaQ/TsPFdl1o1QAYm0wkzZ0apXMLQgzXToA/DoYPnBSitO3PRtDClUnLOnWoymfTxXI9QKEI6laZQzAaHyHCE6/mEQh66YTOeBKgnmgOaTSweZjLtMBg3GU9GDMch7Fkfe9ZlOA5McHvDBpquYTgzRs02aCjCra7r5PN5rOgSvVEDI5zhq+efBvXL7ROPmLQHVTRdx52jClO3x1XrjGr7Al3TaHQrHF28JJvNkkwm6XWDFU9+OcWzJ8/wPIdMLEO71uQn/+ZHAGTiKTLJVFBnSktcXFwQzlgMB321+qlX6yQSce7evUcsEmU8HHL/7j1ajSZhK0zIDDEeBmHWxUKBWDRGIp5Qw2ixWKTX72GFgpxYd84FSiQThMMRyvOQ+1cHBywvL3HnzjtqHT/zPDTDoLy8zMrqCoPBkEgsRnllJeC0NuqMR2Na3Q4zfDTTZDpz6I9HNBuB7YgRDqHPkSd75jCZ8+Kmrovje/iGQTIbDNv6PNqrWCxid2c0Og1sc0I+nyWTSVOr1QPOkw+lYiBaGk07HB9UqBwHaNVtZ0zWhM0HdwiFQ8wWchA/+eQTnjx5EiQuzH0VC4UCvu+/Zrbd7/fZ3Nx8DeV7+fLlaxY/+XxeRaUJYnl4eEij0VC8XdmAGEYQvHx6ekq1WmVnZwfLsoL3ex43J1ZBslJc5Naur6/juq5SFf7sZz/j4OBAIXIi2pJNgHBbNU1T63FB0CWt4fbt2zQaDcbjsQIWpHmSFa+YvIo3YywWU4IlifARJFaQJqHxrK6ucnJyQr/fV8jVu+++CwSI3EcffQSg4npu377N5uam2uJIAy6rSc8L/OR2d3c5Pz9XKLbw6AQJ+++1LYTAj9J0STcfiUTodDrKi0WIuMBrLvOa9nXGoud5FAoFpYiRC1J20HLxwNc7/EQiwbvvvqvk/uFwmHQ6rUjHsoJZX19XkCgE/j/CAZGuXJopUd0YhsG3v/1tvvzySwXTyprh6OhIrXQqlQo/HPxAQf8Dp0/JLLG7dlOts1qDBn7II5mP41sufbtHIh+Qwft2j6v2JQOnTzQdIHHhVIhpc8xZ9YRIJPJ1LqURZtoYY8Z0IqkwqUKCRi8oMkNnwNSf0O/1mPpbtIetgD+WCNPsBzyE5Y0lBtM++yd77NwJZPG5cnBoZUsZlb/ozzyymQyZTEbB1fmlIJh05AwDDtlmAFkP7QHD6ZDeuEvIDTGejZhpDrY/RTc0VsorjPdnTEJDcoUga24wHhCPpkhvRZgYLZ588QpHGxJKwo2tm/imgYdPpXLB3udP6Y16ENfoeQH6qFkasWiU0bSH53sk4kmsjEald8rYGNFsNplMpiwvLxHOm3QGDaxkiNa4gZXVSSbjPD97qgqd69hYYY1QzmTY7mNbEybOiFg8wsy1CectXNfDygZCkZmu0xv10DyfkGZRH1UxQyZ2eEIkTEQDAgAAri5JREFUlWLmeliWgRbxiRbDDIYDmnPU17OikHQJhcNsl7d49eoVmq6xtF6m2WhQXgo8zxrNBl5iRr6QZye0PbcKCK7rSWRMKJTBmnNrBGLX9QD5nYbHTENjVt9Zpl431bUdSYUZtYYY4aAAZXO5IDw7EiUUsjBmOp1OG93VQfOZWGPC4QgD+gy1IVbewvc8bGuCFgbf8PBnHn2thx/2cC2PcDiE6zv0tS5a2CdRSJDU41SvrnANB9v0mTKBkM/VKFhPPK88wQgb6BnQ0Uhm4vPmMU4obxCNhTFzGrF4oKBaWloKYkJ8P+BkZS1mrk1ppYDPfCjyTcJaiNEQQiGLQiKHmdbn640YE32IG3YwkjCb+mRCSXTDQJ+vYT3PI+Tr+AR1Kr+UZhaeYnsTJobF+p17Aa/EGhNJWOy+tw1akMfn+z4X3VO0xIzsauJrGwLfR0u4RPMmejJBvBjCi9rkNpI8+OiduSjFpt8PrAQy6QzRjEnfdlm9USa7nFRbBF3T6fV7NBtNVlZW8Dwf15gSTURxMMnmciSTcWyGhJMGd+4EBGQrrhGaaoRCUUprWYbDEZ4xJZkLs7ZTJpkNE07qmFEfPeQymnWJpvNkSjHyyynWdkrs7XXIlGKMZm3uf+sWm5ub9Pt9ZrpOLBbFcSZE0wYr2YJaXwoCkUgkqVQqbOwsEYlGAxWlP+cy2jpxN6iz0ZSJHnbRQjMG0w72dErYC2NGfHwzw3g6YDhpMzIGGCOPVCFCpXHMdDJF0zVypQRa2GAyaXPVuMLXQDP04D0wdO48uKeU2YKEPH78mF6vp5TzwgMT7qSsfWWtK1ytSCTC5uamQmZk5TYcDpVPpIhZcrkcZ2dnCtE5Pz+nUCgwnU6p1+tomsbTp08V7UQafklY2NvbIxKJsLGxoUy2ZT3/7NkzLi8vuX37Nr1eT63yFtercjb6vq+2Ts+fP2d7O6gxYngqTacI0DY3NxX1RJIVhPqytbVFOBxmf3+fZjO4HoXjJf54AqaEw2Gq1SoffPABa2trHB0dKVrOV199xYcffqg83xbJ7mLELCttCJqper2uGlrxFpNzebFXkff4mx6/0Q2X8AhEjio/6KKpm0CnQt4tlUqsra2pxkbCnmWlJwS7d955RynF5IU8OztTSJis/NbW1l4zNltcM4pfjNwgYgAHQcG+d+8eT548UcobacbEL0WiHB48eEC9XlfNoMDJAsv2+30lD08mk5RKJaVs7Ha7WJaliIrC3xDeh3BQJN5CboZkMsnV1ZVyZg6Hw5RKJdLptPLoWVpaYm9vT3EKzs/PKRaLQMCvE3+leDyuCJR//Md/HKBucxQwnU6raJT19XUVSCrGcsVikVqtRj6f55133qHdbvP06VPFVdrc3FTTzuLrL47LqVSKyXSMM/TwPQdfn9Hs1HGdCfGkxczVmfkzkvkknuvi+Rq1XpJk2gNcBmONq8aI6lUT0zSD7MNZ8F71R2NGIx/TtGCs0WjX50q8PN1Bk1AoycQO8XL/ikQ8QbtdJZlKYttTas0p9XpgbRGN2MzcGclklBe//HKegRistavNCasrq2QyaaZTm0dfHWKZwcrBdmzavTqenuL4LDA6dD2N4lKZbrVKfTRga6vA2A5Tqzexbchkk+wfXLG8skyzOcD1bHQ9yBfz3BSDQZezs8Gc77TN0dERm5vvYRgTmk2PVrOHbTucntZIplLKO2p5aXmuurTnPkqv8PFpNvpUKi21gh8MWjSbAbE9m81hz2yOj2vEYlF8HzLpNKdndTUtCwwvhHqxIhEidcgKYTsOs1mASpiGSTKVxPfBsW10I6AUTCdTLMucD10aw+EANI1sJkMkotFoHBOLBz45uvZ1DclmNQb9KK3WmKtLl35vGPCQcOl2BnieS73enquVXMpLFoauo+k608l0Tmif4nk+0WiAkCeTGUJeHNtJc1V1ebnXQnLyZjMX3/+aRK3rOvhgmAajUYJ+L8pVtcramk44VCEUCtNqGrizCK2mSTKRZDgI+EX/5l9/STQSwTBSDIZD2u12oBAraDjTLO1Wl1Q6TavZIJstELLWaDWgWmsyHAyJxz3G5SSbm8tUKpccHASoUjI5IBFPkEwlMYwimUyeUDjD8+fPMc0JkcjcaTueYjicsbcXIPjLK2Ec26HZ6hKPJZnaOlfVgK7x4kWLUGiNdssinSrwgx98wYMHDzAMZ46QTNh/1efzzz7hJz9+oTiDnbkytN2wODg8VByt9fX1IE/RK3Fy0puj+B6JuE4yUabbaZKIl1he2uHVq1dUq9X5CmlGu23jeT6jkUc2a1GreZwcj3BmDrlcjF5/is+EydClfWrgJeMwNQlpcHoQXD+lXIZm1aTbnFGpeITDS4RjGu2Wz2hg0W75/Jf/9x+gaS7JzFCtJg8ODhRyI8iQJDMASgUrgrF6va680AQtjEQiCvERvqMIvITbFgqFFC9ZTJXFWFVsJKTeVatVVldXKRaLivQeiUTY3t5WA7LwnkSBvui6LvZAYo8zGo3wfV+dm2JGnkgkFCjy85//XJHORSgg0T/SwA2HQ8rlMtFolM8++0wpcwuFguIMS6MkvEtJLRFumIiNZGUbi8U4Pg5yVC8uLtR6VTz6bt26xXg8xjAMFa3leYGL/scff6wEU+J4L0kwYi8haN3bHr/RDZemacpfA3hNQWAYhlJ+iWHh4v5UVoyLRF3Hcdjf31cNkiiahAQLAZk9n8+ri0ecjwXZkq8raFu9XldRNmIa+NVXXylSPKDcegUqTSQSSkotBaRUKtHr9dSFJGGsQqIVabaYvQ2HQw4PD9XKc29vj729PeVbIn5IMsHUajWlchRJvviA9XpBwRJxgcSqiBhAPJREkTgajTg9PWV7e5u9vT1isZjyBvvkk09YXV0lnU7TaDTUQTyZTDg8POT27dvK8+vs7AzP89jb21N7cJmYZF9/eHj4mpmevP+i6HEMh/38IelEgtV8gfCKRtq3WHcSmKUwQ3uGPXPJL8cwZybjaZ9ff/wF4egA02Iuu4+QKwQKH3QdKxRV/l+hcIDe2I6BacVB0+kPZ9y59x6WGaitGo0GE3uA75s02wN0w8D3fNLZIrpuEI/HmM1R2Eg8jYtJOJZUjW4kFqM3mgbXRDpHaC6asG2bcCiE7flkimXS6RRLS8u4sxmpnEumoDNyXC7rDULxBHp4hm+YhOMJHA8iySTD4QjNckCDeqdLIpPFMA1CoTD9yZRkLsejJ0/wgXAoRCydxrRtbty5o4YMifpYT+3Q7XZwnBmaoZNMJPANAyMSZjQcMbWnhOIxEtk03vz6Mk2TjZvbFAtFxY98J5vGmc2wLJNYNPY6ydvOEbzFPqFQmFDIYjqZ4l4jOQP4vvzeJz6H8yeTKbOZo8jbnu9TLpUUvaDb7eJ6LrFoTE2tXzz/Csuy2L4dqOti0RjRWBTHdpjaU5Y2lkkkE7TbHcbuBM8OuJye6WHbDolcwDkZjoZoER1Hm2HGLZ7tP2fq25Q3lrBCIYZzNR1oc0TGIZvNMZkGh0EkHMaImWzd2UYDptj0BwPq/SbtUYdIJsbUcwjPUer1zAaRcJjxZExkEiO/WmA8GhGOhDFiBjEtTnl1CU0LXqurThXHtkGHUDqMZ0Bz1OKqU6U1akFUI1UOEAUtrjNwhwx7Q6KRCIPGgEQxyXAwpD6oE3Wj+C0/MFu+tR5EqLgjrKiFGTYYexOGveAw7DQ7xIsJmuMWVjqEkTQh4nNSOyYSidBsNel1e6QzaSJ6mKE7YGV1mdFwCBOwUhatSZN4IUqiGNhAjPwh0VCEw8sDbH/KZfuC0XjMcmiZH/7y32DbDhetMy47F/T7gSEtvo9uaIQ9Cx8wExoTRswsGz2hoTsaehyIeHTjHfSmRtyIoEU9orEoYdMkm0xh2S7pdBI9ZGKGQti+i2eBZ2jMHB/P03Bsj0qlzswdku4P1dpLbDSEEyyEfkn5EJqL2PKI9Yk0T3/n7/wdOp0OyWSSVqtFq9WiUChQrVY5OjpiNpvx5MkTJXiShm0x4kjORAEXZFskakVZ4eVyOfL5vFKwAsroW5oKaXYmk4nikUmNFiWzqAplyMhms0q5LHVWzHB1Xefu3bucnJyQy+WIx+NcXFwolF2itUQodPPmTfL5/GsuBrVajVQqpcCBq6srCoWCsrqIxWIcHh6qyLFKpcLdu3fpdDpAIDgTMUi1WlVB4ZeXl/i+z+///u9zfn6umsRkMqDZVCoVtSF72+M3uuESnw25+GTFKAe/OFzruk6z2eTWrVu02+0AOZire8T/SCYJUX5IJy4modJtC+wajUYpl8vKsE26Y3GAF1M1QaPE8G1/f1+tBmu1mjIYDIfDFItFPM8jlUpRqVQUvCuRB0I8FN8rWZ2mUin1c8q69PLyktlspjx1hBB5cXGB2Bz4vs/Z2RnLy8sqlkD8TGR3v76+rgQGwl0T/yOR9QqkLHv/o6MjKpWKiisRV20IVFES5ivERZHTLi0tqdihzc1NdXCWy2XVgMoqR5R0orARJYmSXBMUDnfq0n7RZOyPODk/Q7sAa6ZRcyJMTjTGc/f04XDA2lKBpR2LpFFBm+kYvoE7HtO/fB6sHABrjkJGIlEGgz6+5+HOp8JCvsD6WpDvZvo9xr0xg2aTQbMxP6RjuLMZa2tr1Gp18qkCsZjFYNBgOZej2Rjgux2GnSrezMH1fFzToD3/Hvv9Ael0ipHt4DUj3Ly5i+P0iIaiOPoErzvESho4wxHmZIw9DYJrjVkcKxwmEYkQMzRct0944uDOZkwbDaw5+XdnZ4fDg0P6o2DijoQjqtBFIhGIRVkqL9EdDUgmE2hz1LJ/NmY6N8+MOg6jZpNENsu4X6dTq1Gr1lSxnUyDwmqZJtp8YLFtm/bhczbWNyjn8xweHTMcDEGDmuthGDq5bI7hnEOJ7+P5PiMNstkchqYx7PVwbBufxew6D8MwVWpC7eIQ0zSIRWM06+dM7SmxaIxx5Wg+4Y8oFIoMBn3q50OM5WUMw+Di4oBOtxsg1KEwDXtKZE6ubc1rR+3VYM4dHVEslmicd3DdGbpu4M45K8EwM2Ck6fQvTBoHT+n3+5iGwVTT8Gyb2dzDKJHPs1IsgTck5E3RnQGjbhX8IvVOh2QqSbScZtCoU3/1kt78+4vMp/hsNkMqlSYdLlC/OGA8X2NGdB3LM8llo1j+mOHFvqJcSPKERFIlk0lWV1eJOz3s2ilZyyJdfj0Bwh336FZ7rK2tgg/2sMNmJsPBwUtmtVOyuRxxu4/fHpIsFrG7UyLJJI7tkPI9jMEEv32F2e/Qbl6QTCUp7iyzljCIWh64IxxnSC4dxnWHJKMakUiSUsijM5yihTzG7Ss8fAwCRXAul1M5tdPplNRqIaAp+B6u6xFaLyql2mzmYhaSnJycBijpdIreDTzALM0mPs0wnfRI2H0syyTqDHFsh/74irydZ2pOmDVnjGouo4soZm9APhSnP2oSYsjQ90nHXDRNx8zH6NWmRONj4skJ8VRtjmoaaqCXGibEbhm6ZZujaZryFZPremNjY/7zBQrFVCpFtVpVjdRgMKBarTIej19TzAGqmVleXubp06fKy022J2IzImKXhw8f0mw21ZpOovQANfgKSNFsNpVXprzeck6HQiFF2Tk6OsIwDB4/fqz+TqxOZCCXJk6QO7GvEGWq0INEUVkoFJShaq1WU+egnMeFQoGrqyullA6Hw6ytrVGtVtF1XQkVdnZ22NnZ4cWLF6rxTaVSxGIxptOpsloRvtxwOOSnP/0p9+7dw3Ecbt269Rrt6W32RPL4jW64BIYVJYEoDUThAKjVlHBMYrEYo9FIEQHFz0MuCJGhLzZk4i3jeUFumigO5N+I8ZuYeso6S76/bDaroFnJuRP5bKfT4ebNm/R6PbVWiEajbG9vvxY8Ki7lBwcHyo9I/Kw2NzcJh8MqwkFWpbNZoNyRyAtpzmQts7a2hmEYCu3r9/vKGPDTTz9VF6fA1OKTIi7GYmcgr4vcKO+8845qKFdXVymXy2xubpJKpWi1WgoRkYNRFKXxeFxFoUjEB6C8eOBrsYH8Xn6VQuW6LqPxGP3DNcxBlrCtU/KWMHSDs4pD7/ySpXIaJ5PE8sHwvEDF6Nj4YR8v6WGU4kGBNA0Sfozd1H00tECRBzgzJyBOD+L4XjDdbm5uks/l8X0PXdMD/s90ihN3Sa0HIdzRaJRYNIZu6CTXUvjzaS42CCBybQaWbrCUKjObObhuQOzXCKaq+NzZudVsBqvXrEU+HnBAQnk9IAxnTVZubc2NAk8AsKzQHM3VqTcu0FMa8YxFq9nDSnmYlk48HqPn1Clvp5naAT8kEQ+k/NY0TDaTRjd0QkmX1WIG23H4/7b3p7GWZdl5IPbtc+f77n3zFPFeDBkZOdTQxWKZTVW3CaHRskWKkFASUVZThmSKLYOA3bLbBgyIchuWbLcNtmG7IUOGBNpii+xuiFLTbYiALXfTGtACxKlYVWQVsyozIyJjfu/Fm9+dx+Mf53z7fXfFPve+rFIqI7PuBiLevefus4e1117r22uvvXaxEGHl2g0MR0MMB2nE8THQHo9w/U7iF9kaxVjJFTAe8zqgVcTpdnxyVyPDb8So1kfoxC9QXwcW12uev5I+DFFdKSEXVTAcjjAYJMK4WEysWJWlChAniwhdRZJfFhfLWOrGGI2SreWF5TyGQ6BQcAASRbG0WsL16zV0Ojn0+1XE8QBA4pdWW6piZ+e6X1F3u12Uyk1cu17CeDxEvjhGFAH1xQJ2dqpYWUsCpRYLBeTzBfT7MVw0wuJSJeHxQh4vDl7g5s0ltNNYZ6VSHe1WDvlCAbWFKmo1yrgKul2H4bCMzc11DAZJSIud3Sq2tnfR7x2g3S4il4uQy+WxurqMSrkMuD5WV2K89eYG9p4/R74AbG1tYGV5Ba12G8DQb/VELtlCLZUiLNYX0el2USo53NitAzjH7m4NUZTD5uZKer1XHf1+CRcXeZRK19Mt4BJuuVW0mi3E8Ya/IHg0GmJjYwX1ehHNZh+l0hD5wgiLaWiH1bUbOD9f9DJ7f/997N5YxtbmJvb29lGtrWJ7exsH+/twLsLu7k56EfUzFIs7Prp6lMthbXUVxWIRO7u73rGbsd/G48tAr4k8SeZ0u9PB8dkz9PsjIBej0BsijoFyzWF5vYJWDzhrvUAhl0dUWEWjcYHxOEZpDThqH2E0HieLgF6yyDvuHyD3PIfl5RUcH6dO3nGM05NT1IsDrFZ62Kg0AFxGLad1h4kAneELqGPo3rK+vo4vf/nL/mQmAK/Y6TBPEPfee+/5kCwMAcQtWd6+sL297e/XHY2SS+XfeOMNvP/++z7I6tHRkXeYZxuPj499yBpeb8VdDwYkZoiGa9cStwO60DAmFbcW+Y93gCr4rNfr/hQkA36fnJzg5s2byULxwQMff7JWq/m/Z2dnWFpa8luWGsaEoI/WLcaYvHbtmrckaqw8Wrb29vZQr9e9dY76ncG4nz59ivfff9/fd0sn/ouLCywtLeH4+Dgb08xy8vo4U71ej3d3d7G6uoqtrS2/XdjxAizxl6LTIf2WOOkYJZYnH3hyQqNsM5o6I7hzz3ZhYcHf9caBoRMjr8PhiY3V1VVvjbpz5w6q1aqPkstYKXEc+/g8tJLdv38f169fRy6X85dtLi8v+/vkeASX/aNfGcNi0L+GAWAZUZlAjm3jzea82+rk5MRP8GKxiLfffhvVahVra2t+AvAQAlcptJjRL4xWPG5XvvHGG34PW+NhcUuT27IEswC8wGAYB37WVcLp6Sl+67d+y6/G4jjGrTu3sPD2Mhr7Fxi1+3BA4lMzjDDstrFUqMHlHfrjng8TAufgAKyurSXXMuST06nlUhkuFyGfy6FQLCJK25LPF9Bqt3BycoLVldXkBM5oiH6vj/2DfQz6SQTk/f19bG5uodfresDVbF3ek5fP59FqtdHtdtBud/D+++9jbW0V1WoSs204GmF9fQ3ORf6OvxeHL1AqJn4YPd7NlfquldJVb7vdxmg4wtLyMrrdLh6lQRHpK7i4uISzs1O0Ox0gjrG8vIwoymF5aQlwSWTlXC6HcqmEKMolwWxLJRQKeZTLiWWqUqmg3WljPI4xHAwwGo8RRQ6PnzxBqZgeiUaMXq8Pl564S2JnFVILbS/dOhnBITlaX6lWETmHTreLUerg2mq1UUm3+fuDAZAudi6334qIohzggEK+gGaqNMDTX+QfB5SKacR8XAa1ZAw/ziP6rjDe2NbWFlqtNvrp3aS8q413S3IxRt8aB4fl5SW02x1vGc/lcz42WAyg1WwiTmXTcDREPI6xvb2FGDHiGKguLKDRuEDkIozGY9RrNRRLRdRqdfR6XZyenmLn+g4qlQoePLg/EXpmMBh6UMttlE6nk9zDubaGZquFOHVebjSaWFxM/EsKqRLa399Hv9/zC7RypYI4HqPX6yfxq3B5uKder+PgYN+/n4tycA4+In4+l0OzmTg/59NFlXNAPI6TsBxxEp9weXkZ49EYQIzz8wsAyZbzQrUKF0WpBQPI5wtpGAaXnp6OsVBNQpYwYG2Ui/wWXWIJT0KWIJYAv3HyyCEJpHrv3j2MhiMfvDaOx1heWsZrr72GZruFo4UhNtsFVFw+AViIUcgXMI5jvLjo4/zFEzROXuDNz76Nnc0tlKNkwcg5kYsS+fz06VO4eIAb19fxz3/vAdrtjuc5xswql8veP4tgkjzHOIR/8k/+SR8+gnfUss88uUcLz3e+8x2cnJz4BfBnP/tZv+jmzSVceOvtF3SSH3teafgAtIyfxsuc6f5BMNVoNPzhM0Z5H41GPoYZ7xjkVTfUqwRzBGO8G3V/fx+8leDmzZtYXFzEgwcPfIDuVqvlgeHa2pq/5q/ZbPqDV7zPljcbfOlLX8If/uEf+gDeDCi9uLjor8AC4GNqXr9+3QfJpR8brYf0bX748KH3hVtaWvKgjnc47+zs4B/9o3/0e3Ec/0gI07zSFq4oivDmm2/62ChLS0ve+ZH+L2SKFy9eeL8iOtaTcXh9yOnpqT9+TYvZYDDA4eGhd7wnkwyHQ+zv73vwRWTOKww0ai//bqfHmwmyaGLldiAvXaVv1FtvvYWVlRU8ffrU365eKBT8NT2MFcb96evXr/sgeffv3/enS3jNAve3b9686Y9086qa5eVlHxySSoITj1HUaW1jvBcGqQMuY8jQ2kTFzsu0aU7V+yAZkVevRiK44u+kD+vReDcUBgzXQQDb6/RQfNDCSqmOuJAoVDggzsf41vuP8XbxFq4tbuOseJHEkEpN9efn5yieFhFf9P3p0mvrG/jc5z6HZreJ1mkT7XYHjcYFesM+RqsxbvduYjGqY2FYQaVcxmg8wtKghvOLc1SHVaxhGcXzIl68OEClmiiuqB3DRWNUFypwkUP7dITCMEJ1UMTnC28D5zFWcqvYLW1jNBpiKbeMXBShc9ZFbbiASu86+ud9xIhRjRPBXl+sYzgawfWAqJlDvpWAnYVuHidPThEdDVAd5RAjh8XFOqJuhMp4DUCMVqeFwrCAcTxG7+ACtXoNd4uJFXLQGqBcKSPXymHcihHHAxSqBSxVl3D69BSv7+zg4MUB9vaSwLAxYmz0F9A4aaBWqaTbT8lKtVCsInYVtFuJklmOCkAZfoskykUY92M4B5THBUT5EsrFMi66Y8T9GG7Yw0KUBhheqKDVToCVG8XAaIhCsYDlWg29YsHzYIx4IqhlqVhAYaGKXp9gb4yFWrJ4evz4cbptPsJKKYfNzU0AiQWtMHBYv57cK1cvLKFVzaPVbMJFDqgXkcslcZ2WFhfx4vAQ5cIYq5uJ4N5I/R/HoxEKxQIOD19ga2UR/V4fJ6fn2FpbR7/XQ2HcRa22gPFojPGwha3FMorFEk5PT3BtZQH5fA7rG8ml1LlBEYVxByVEeO36OkajIcrlCk5PTgCXRHAvp7KmXC6ivrOO2sIChsMR1q+tIZ/LodFsoLVY8mCxVqsnK/HcCJEbYtQ+R98N0Tkb+blcjUaoVCpoxgMsLFSwuFjFYiG55HhlZcWHLRiuJAcVKikPUCbT5YFyhKfMuGCknHn+fA+DQRJ7kEGeGZ1eY2AB8Iu7jfoi4NL5nKKpFGcnMgOTV/GwjEaxjEfxfcSjMca9PgatDkbjMY47fYx7AwzdEA0M8fTJOTC69BNleIMh8ui1G+i0W2i138E7xXsYDydlFmUdHclv3brlDQN01eBWLYH/zs6Ol420FnErcG1tDefn58jlch7k5HI5PHr0yLt73LlzB0+ePEGxWMQXvvAFjMdjVCoVLC0t+SDdBGkaSJu6jpfWs6+8p5Vy9+TkBPV63R+I4iLo9u3baDQa2Nvbmzhgxh0onhY8Pz/3dztSnjOW5vXr17G8vOzvgn3+/Dm2trbgXHIfJwM9M04Zw9cwvuWNGzcQRRFWVlZ86KiLiwvve93r9fD1r3994p5c+nQtLCzg7t27cM7h29/+Nk5PT3Hz5k0f5Pr1119Ho9Hwuzx0kt/b28POzg4ePnzoD83pzRubm5t4/fXXp2Ka7wtwOeeWAfw/AHw+5fd/F8C7AP4+gNsAHgL4s3Ecn7pk9vwNAD8JoA3gL8Zx/PVp5RNM0AGcdxTSksLgZ3T0vn37tj8B1+12vTlTkfzy8rJ/j35YGxsbnqE4AeiMDiTxucikXE3SH4KTs16v+60zoncGcKOJmyuDdruNlZUVH+SUUbXZr62tLe8UyJvW+ezGjRvo9/u4ffu2P8lI8Fmr1bzZWQUdrzcgTXmKhBaA09NTz5QEp0x6QpP78xr3hGE3WLa1WtHaSOdI+hTwH7eH7N43x4sXHdPXjDT8xjf/AHGlCNdKwGPkIrjIodPu4Deif4boJMI4vjThR7kIpWIJX/jCF1DYTYQO4hit/hi5lWVUSyVU47V03Adotpq4iJvon/dx0mjg4CS5rmEwHPg+9V0PhWIBcSXC6p1d5At55HN5VFK/pcFggIP9AzRaTfR7feTzOVQqVXzmM59JJvNwgIXUUtQdDjEs5nHc76Lb66ZbVcn0jAG8aCRbvePRGG7s0BrG6PcHeHLwOIkzt7CMXrMBxMAgLqBcKCMeDNBsNtDujJAfRCgUC0Aco9MDIpcIoPWNDeTzObSaLRwcHKBcqQCI0euMcG3jNRzunaDbdqgW1rBUW8Te/h76nQi14jowTLY5CqM8otEI41ayfVKOC4hHyRhGuQjFKLE25ZFD7OAtY1HsgA6wGCWgADGQRw75UR6j/gjFqIZRfKnY0AV6+zHgisg7h4JLovQvbSbWvEaziXgQA86hHJVQHI+Trd/BAtrPh1jNbacgP4/SoIxSp47BcIAol8NKVEZ9vILDwxeo1RYRd3NonfXgUp+YxcVFDIdDXDy5QNQtIi7kUVisYi1fQqlTQb8xRi4qYNAYozJYQmW4iObJC+R7VUTtEsbtETqNIaLOMNmeGo8RVUtojnqo5BdRHtbQueigGw8RN/OojpbgmhFGA4dRz6FeW0X7pI3O8TCde0X02mMUCkXkojKOn56jUUxOPZdRR288RtzLA90iWo0LrK7WEbdzaJ/0sVrdQmEp7+VaslDKo1gqAd088sUy1moLWFysI5fLY6G+CLfokM8XUM0lBxxy5QhYAPKFPJrNFmpLNXS7HYx6I4y7DmeNBhZqNQzbZ4hyjMidQxwnwYurxToGboB+Z4TTwXkiJ1HEuA+4CBi5BJg759DrD+CtmQBGSH6Dc8hFEXKp5XE8HmE0GicAzDnELnVTGMaIECHncshHeRTyBeTGY8ABW5tb2Dt6jkob6AwTy5ZzUWr9TO9hHfeRiyKUSmVETWBUGWFYGCFXyCXW2OEQGCfvDTFCd9jHtRvX8f577yOKcnAREOWAsYuxurGG1bU1nKQRz8+bF7hoNpAr5oGcw7gzQKWcbEuvrq767TOXhhLhzSj379/H/v4+Xrx4gdXVVbz++us+RiUPp/CkIH3B1DpTr9f9bRA8DEY3FgZAJcAZDAZYWVnB3t4eDg8P/Z23Ozs7/gQ7twjX1tbwhS98Afv7+35Hg9t31FG843Jrawt7e3toNpvY3t72liX6JNM1R3249vb2PACnfnnx4oXfVuYl7tztuXRtGPrbMXiiv9/v4/r16xNBzalPNzY28PTpU+8Cs7Kygk6ngwcPHuDmzZs+xhj1JRdv3/rWt6ZBmu/bwvU3APx/4zj+qnOuCKAK4H8J4B/HcfwLzrmfB/DzAP4KgD8B4I303x8B8LfSv1MTQREHjvdw3bhxw9/Hxj1g3sdUq9W8VWk0Gvm7k6go6/W6t/RsbW0BgD8mzsiyaiblBZ0063KwFXQcHR35wI7lcjk5wp+2hQy3nMadyuVy3jyqgEa3oeI49lYvJq6YeEcaT23Sr4VAihY3rlbK5bK/c5KrLZq4AWBlZWXCMV/7xv5xW1SjLtvE+gD4aMQEdgSvCrZC29ls//Pnz9FsNvHkyRNsX9vC0noVxWpy+m8Qd1F/fQudN7ZQeXGRrHIjBweHSjzGeJwsewnaRqPEB6O8sIDo7Wsopv4N0XCMwcEZ/jD/B3DpqtnlHFAE4oWErtG6Q2VQwbid+KIlJ80SQT4ejzDqjYFuImzzuRxKxSIAh6WlpcTf8Poq1pA4hJ+dnqHRusBe4Tm6C+khhdEIvVEPjU4D/V4fw+EAa6vJiddeI4myfu36dQzcAE9PH6PTTrYmHYDjo+PELyYGqtUKHJLt38HBALkol66oe4kVbXEJ1epC4ujdjpLgs5UWHl08QKWSnOA6OT/BIpbgYqDd6eDFuwfI5XLY398H4Hz7ECengHNRcmF0ElcqCd2RHDG85FnnomTL10UoFgtwcJcnmeLJcXfOIXLkfyTbNPE4Cbyau7xUNvENBIAYtVo9sVak4V7a7bbfznLp8bzWRXICMpfLYef6DnY3d5NTu4McFss1II4xHI2QGxawVFpFKSrBFfJwi8nJsXKxjKifQyVfBoo5jNtnWKuto1QoYnNzC48fPcZKcT3Zhm61sLJQQOP0AtdrNzGujhDlciigkcyRi+SQQD5fwGp+FYN4gPFwjHy7hOWoijqWUFtYTqPxx8hFEXroo16uo7RcQr5zH8ViEdVqxcsMnuAajkZYWV5GrVZHuVzyyjZOw070e71kaOIk0n+328U4vtzmOTpOtpvKwxKicYT+ixEWFiqIclESCsM5ROM84l4S0HY8HsPlc6hjCaVeCYVRCb1+D0vVVQwGfYyHMXLgtWjlZFEEwA2TLf6o5OCGLonJBrPoimM/xsojiWHLJZZHJJ/jBGEh7wrIozBRBgDgvIPWo066czHC6GKcLFycQ78yQHzk8K+9/QVgk+8l/xUKRR9k9sEHH+Dp4yf48u0fRfm1BTRqLcTx2MueXC6H0XiE4WCI3/3d38XxxRlQzAFRhLEDRjkgdjFyxRJuvHYbO6/totfvo9ftodVq4vDkGKetc/Qv2hj0B57XR6PkUvhSqeRBy+7uLt566y1Uq1X82I/9GLrdLhYXF7G4mASwHQwGeP/99/3p/kql4sMN0Qmed38yNFEul9za0mq1cHZ25u//7Ha7/koqHiDj3cO8gq5er+Pdd5PbD05Pk/A1PPlHS9Xz58/R7/fx9ttv+21GXiMXx7EP+XB+fo69vT185jOf8duh6+vrODw8xJMnT3xwcIZ/YCikVquF3dSvj7dp8M7eJIbceEK3+t2SdCt1e3sbh4eHWF5e9vdV7u7u+kV+q9VKdNH2tjfI8J5TuiYRFE9L3zPgcs4tAfijAP5iOhn6APrOua8A+LfSbL8M4J8hAVxfAfArcaJlf8s5t+ycuxbH8V5WHbRwEBlTgRK58i4wbmUx7AJBAwAPerj1yJMcBA7MSydEvre4uOj3yhmVnpc207eJgImnIyj46GPlnMPW1hbq9bo3qauvkp5K4TFbghGu6jmQHHRamgiYqIDYV1qzeFJRfdksQGOib4i2K5TYdu2H+mPpVRjclmWefr/vfWG0Hm450nL46NEjPHjwwG/d1ut1tFsdnJye4OmTZ+AVTcPhAPEHBxgVki2M5fSIfzf1OUqUcQ2t9HTmYDBAbnkZrWYB+eVlFAp5RLk8FioV4KSDpZXlxD8lSpR+EiICiKMY49wYKC0jXokRjy/vZWw0Gzg5OcX52Rla7TZGoyGaqRBuPX8BFzkMR7xvMbnnq15fRNTp4NrSMpaWl7CQnoY5Oz/D8fExev1+cgXG2RmKpSK21tcw7DUxHPRRKeVwdnKOVjNxyM0Xxti9se55PvE9KWOcxnkqlUsYDIaIUh81rpZp7Szkk8MXZ60XqFQquPG55FL1/YN9dMcNlLbzGAyH2Fy6nBu5KAncCSQAZuFGyY/zOI5T9Zj8zefziMext2ouVBfQbreSE6HjxCJBdarQ2yvQFMCOhslCoNdN+Gc4GGA8Tk4p9tHCUWGA3E4u8afpAuNxjPFogGJq+egNkjApkYtwv9VE3O8jWovQWDjFsNLF+fk5EDmcDUuor9aB0ghnJydoDC7gig6t+Bz9Xg/RMMJgNMTJ4ARxNECtXEMuH+OkeIDhcIi12hoevHiQ+PItVVBfK6PZbCcKa5xYo0/OT1AsJHKjUIqRqySgFa6PpcUlnOX6WF9fQy7Kecs8/d/yhTy+dOvzKBQKfuGZLJocymJtH41GQDzEwA2BfLLdcdHpoN1te3kSj2OgCHS7PZSjEgbDIfbOniTbvaOK3047ah1gfX09Wf3nCogKEUplXjhdSrb2AMQYIyrEqFQSS0TBVZJ5lIv8fHKgf6ZLrVdRau1L5mscwy+KC/mCXxAOBgOMhqMUxyc1cksRcKnfZcI7yXPny43jMQaDGIPBCNvb1/0tF4PBAIP+AIjyOL9o4evf+H3EaXDUeJz46eXySf25KIf+oA9EBfzB4bvIneS8n1ccT4L7fD6PLXcdm8Nr2FxMr3RKXSzOz89xrXELa8M1DKptoAiMq2OMl8e4s30r8Ul6vYnj42N/GTn9XylzRqORD7hJAMEQDozRWK1Wcffu3csTwukpSJ58pw9vqVRKgskOh7hx4waOj4/x/vvve2suDQ7Hx8fo9Xo+Xh71MkNcvPnmm/jSl76Ehw8f4saNG9je3vZhJg4ODnD37l3v5kLH9BcvXiCXy+GHf/iHce/ePb8Dcu3aNf8bAH+fLX2Bnzx54sNA6PY1Hegp6xm7kQYH5xxWV1ext7fno/dzxyifz+PJkyfeinfjxg1vITw9PUWtVsOzZ8+8QYHxvZrNpr+AnBji8ePHQd3J9P1YuF4DcAjgP3HO/RCA3wPw7wPYEhC1D2Ar/bwD4Im8/zR9lgm4uOqlgqADLFGq+v7QKkOTKn2odJuLwIuD2Ww2vWMikOztcgtrbW3NlwlcWm9Go9HERcEEhPTxKhaL3pzZaDRw//59vPnmmx7QsA/clovjGMfHx97/gXmY9HQeAA8cuSqlJYrvsN+knVqT9Dtw6eMATK4u9cQgk54EteBMaaxgzTusp+3WgLVaFy8+vnfvno++TCDJWGtJTKpk66lx0cC/dreOz9506GAbnW4Xr+++hhhFvPPee6jXEnO8S/3xWO/DR48Qx12sV0ZYWqqlV410gG4PC3ER5TT+FpBuYaXKAXCJE/ZwjN6wj/5gCDceYbGQw8LGKq6vJifRLs4baKWnVXq9PmLnkHcpCO2P4aIRet0WGv0zHD49SHghFcbF4qU5e722hvwovUfs4ByDQXJdxvnFOZ4/3cPxyUkCAPy7Sf96vR4i59BPry6Jogj1et2vdBcXF72FlVvzu7u7OH/+HN95/l3s7Ox4q/HZ+Rn2nj8HnEMhX0ChWMB4lACkYqHoLQ28PsmRV71fi0MpvUOT978NhkMMhwOsrqyi0Wz4OXzJTzRKxBM8RovwOD0x2u2kPi35HIaDQRK3bGkJ7U47nYNlT5der4fVreSQx3ff/S6219aQi2Ms15I53u60sb22hmKpiDgeo93uoNlponFynCziqmWcnJzCYQyHCOvri9jZ3cRCejIrn4/x+us3EcdJYMkf/tLnUSqlC7HqQrr6/VLib4QYg8EQo/EotcIlfXwbd1GrLQDOYdBPaDUcDNDsn176CeVyiDsTsBRRlPPzkiDuct4mVtcoue8qXSRGyLt8GgIlRuQijN0YrW5yPYpbSJQyqgW0+h2UFkqIxmNcjI6R6+eRH+fTwycp6BlGiESm+EUkIVHs4EYiX1KeuTzrcGmlKpaKCV8hRi+OMRqMMO6N6fue5kqc6Qny+JTM41LrXZzyUqvXxv379/Ho4UPUdxax+/Ym+oMBet2i39Z9/vw5DnpPMO4B0WoN7qSJHLcU+8niFnGMXhqjMN+/3BlwziGXuiZEUZSElSkUsLKygo036lio1SZ8UksnwEn3Edr5FbjhJc0unf8THcDDSxo7jlfs8HQ6AQVjJ6qbCH2I6Ri/uLiIra0tLC8ve915eHjoA3/v7++j3W7j+fPnHoAxGCkvuI7j2J+W5C4LLyy/f/8+vvzlL2N5edm7yty9exePHz9GsVjEtWvX8OzZM/zQD/0QGo0G1tfXvaGBd5uSTnRnoYN+t9vF8fGx90/mgQM9icng3gRDUXoI4/Hjx7h+/ToA4MWLF8jn81hbW8PR0ZE33PB9glrqJIaMIrhqNBIL9WAwwG/+5m/i+vXrafifF57G3Eadlr4fwJUH8CUA/5M4jn/bOfc3kGwf+hTHceyc+1DHIJ1zPwfg5wD4AVYlT8KS2Nwe43M6fOuWHYEYLT/calRLDUFGv9/31jRet+Ocm7iehxYiHgOlaZKIlw7ltIadnJz4WFYAJqw8LEtP3eiWXpY1SR0xXUDosXzrG2XGZ6J8bVehUJgApwq2bLnWIhbyx9I69S8dablKcy6JC8UJz9X8vXv3cHJy4vvc7zbw6FkVQ3QxHo3wu986RKfbw8HBPsrlcno/2RiRS088jcc4PUnutFtbW8O/+W/+G3jzzTewUB5iNBzivNNHdwRsbW0iihxOTk7Q63aRz+dS/olQyOVRrRawgHy6uE6tlQCAFaT3h2A0HKI/6KPX7aLZbOD87Cw51h6lAXarKaCIgTgeAoiRixJLFOIYLu+wXorhXAHOFb2FII7riL+447cAnLuk3/HxCc7OztBstvzKdDQeJ6vN01MM0lO5QDJH6vUyFmp1rK8toh4vYmdxiGIBaDbPsH2zjtF4AcdbZQyHI7gUUCfbhiPAJSfIRiP69SVxs5JTigN/PB8uQpRL/NZKpRJOz87Q6XRRLOawUEgCk+YLBTQaTfT6/dQiEWM0HicWGJcA9Vs3b6V3hHbQa3f9PB0Oh8k1Kq6JeBjj7bc/g7OzMywvLmMwGKLdaqFaraNSWkA+l8dyfQ3nJw2sLm0gigu4OE1O140GI5ycn6HX63tLdL264u9KK20s+BOKq6urWFxcRK1WQ7Va9X6fnLc8sEMlOB6PMe5d+hJiGCOHNC7TCJ7386PEMhkNgGq1jqPTI4xGDnGc+N4Vo6KPOzgejxPrUOQQ5SPEiFEqVJGPE5lDf8ZcLkIU5ZITuOMzr6Q0ZIvKgNpOfWKRlYCpKLX6JosOL28ADxghi0kFzUn5rAfpARYAURKnrZBa0UbjEUajAdqjwYQXvC7Ykgfwa6G0hom6xingOD09wZPHT9BsNTHo9+FyDoO4i0d7D+ByDq2zJAbUOLX4rG9voDMawO2uojBAcqdnLu/7EsdjLC0vY5D6NSXWmGRRPx6NE4tKCnRqlQoWi0Wc7u+hkS9MHCLqNZvJbQeD/ku7LKHFcD6fR6lUwsrKitcTvF/46OgIZ2dnPsg15wNpRmfuRqOBg4MDvP/++95vmRahxcVFvPXWW7h79y6iKMKP/uiPIo6T0/QHBwd48OABnj175h3SuW0/TGMN8mRkHMf43d/9XXz2s59FvV7H0tKS96viSW7K7lwuOc27s7ODd955xxtHCHh6vZ4/hf3s2TM/hxgOY2NjA9/5znd8rEfep0zr/cbGBs7Pz3F0dOQPJTCY+KNHj/DFL37RA7SVleTKucPDQ9y5cwfvvffehMtQvV73YSDW19fxne98x99NORwOfWT/mzdvehyStTvE9P0ArqcAnsZx/Nvp919DArgOuFXonLsG4EX6+zMAN+T93fTZRIrj+BcB/CIArK+vxzs7O94fiD4JGiuLfkfAJWgiSCBDUsBwNUihqttaFDR68zrNqM45H2pB8zEKPk9oMG4JrzJgexmYjeCNZnO2g1YHBViD1EqhK33r+6QTVVMI4PAzy+dfglQ6OJJ2XEFxv51lasiHrDqzkoIt/nMuCZFRq9Vw584dv2Woq5D33nsPt27d8uZbHkIYpYK/WCgjyudRRB67N5MyRjEQxxH6wyR8QKVSxdbOkge2z1+cY2Hp3N+9FgPoI8L+SRdLS0tYu3YXZ2dnfiWo8XTUQhmiG5C4M8aFGK6+hoXyAFHqjHrWaHi+oYBMhGsucbB1l4cJaOnT7ecoilCtAvV6DUuLSyiWiijkC6jt3kL9hsOg30e328Hx8THa7Tb2z8+xf3qGheoSFsoLeOedd3B+cY5SsYjXX38dhcIBnj55gnKljG6njcZFIzlsECdbfoP05G4ul8Qecw5+q4/5gBjV1Nl+MOwDiBE5h0q5hNXVJeTyORwdHqDoRqjUIxQKMVZXkoVJp93CYjGHKEqCCifbQ8ncvHFjF7VaDSfHx9haWEQULWM0HHrL9WCYbAsVCnnkczmsbwyw+taNdNtxiGo1OZVUry/ixeELvL19Iz12n8ONm4kPGv0v8oWip28ul/fCM0qVan8wSKyWcWJziaIu+oMGiuMRcqNcam2MMBqOkXcFuHiAUiEJiDlMrXi5XB5RLvEzHcfJ1udgOMbycuIK0Wp3Ua8WUcoNUS8Bo1ECeEajIaLRGKUoxnA8QqFcTEIuAOkhB6BSLibArFjy83s8TnyVev0+irkCRuMxuu0uLjdw0/5Gybako5yJdOvPeYCVToAJmaIp4Qd436nIOe8wH/qHMVDKFeDylwtPzjV/UELkiwUjBDPs7+npKd555x08fvzY31zAxfhydR3Hz89xdn6Ghx889FYi6pF2uw137xFWlld8yJytrS1vUYqiJEwI3SWAxPeV4RMYcmg7jlFbX8dRs+UXrD6ye6WC/OISDg8PvSVIAZfuOLDPuuClvFlaWsLu7q6XlWdniTsCtyJpGKChgfThAbROp4PDw8OJxTZ1FW9QuXv3Lj7/+c97owWtbI1GA0+ePPHuNnSq7/V6uHfvHq5du+aBE29OoeX8/v372Nzc9Ba8k5MTOOfQbDbx/PlzH+KIRouzszN/wjGOY+/UH0WRD53EWJPf+ta3sLGx4X2pT09P/YXTvBKw2+3i4cOHPlYWfbV5WOz69es4OTnxzvSMs0XfrrfeegsvXrzwIDifz+Pg4AAAvEWMvspZ6XsGXHEc7zvnnjjn3orj+F0AfwzAO+m/nwHwC+nff5i+8usA/rJz7leROMufT/PfAuARK4OtkVnoyAZggmnJXPw+kK0VaxFi+AbgElzQAZX3LvI3TjT+40RlwDeCQYI1RqKP49jfOn56ejrh5KoO9yyTKSiczHMzFh6IKajhJPPCNwWZNL0uLi56iyAd2+2q0tY3y2oW4BP/V/3NNKmwSRyCq7hx4wZWVlZwcnLinR7ZfgJVrUNBtJrbWT+totyK5XuMeNxsNtFoNNDpdLyvGU3KNOUzKT0pUEkTHQObKOTH47GPWaWLBJ6SoRLgmCrNudprtVp48eLQ16lKaHl5GSur67jzenIYIo5jvzX71mc+j0ajgYcPH6JareLRo0eIoxJOzhLrW6Mz8qfX7GEHTfl839M9qX/g/TDUelytNn08GwZD3NjYwP39Fz4YME8j0YLKVW/uO8mKWk8I9/v9NKZYhOvXr+PoqIGzszNEUYTF+hlWVldQqVTSrYTEj2v87AydbrKdm4zZANHqZ1Es8rL6GMNhsiXjfF9jFAp55KIcYiR+Y4lPCDAY9JFPx71UKqZgOYJDQufFeh1IT9LlczmMRsOUVskW3Hg8wniU+L0ViwW0m8k4utEQpWoNw24DJddFrpRsjeQih9FogHwuh2KxjGKx4H3Z4riJJA5UcpACvXRO4XKuRrkIKOgzTAAobtnBXQItIJ4It3BZKhDHuqCjxx6AnK85LSuCi3KXflV8ntbLZw4RxgD6oz7y6GIQDzFG4ksV+zwOQJQ63kfIxXkUMcZoMMbR8TEePnyEg4ODxCctN0axUkB1oYqdnV04FyWBpVMd0fnRfx3dbhfN1BH68PAQK0u34KI8onwC5judxBG9UixgBIeDNOwQg1DzdNqtW7fQ7Xb96bqnT5+i0+ngzp07eOONN7C0tDShf87Pz5NYXS4JmK3zl/NM5X1o7vEZdV61WvWR97vdro/xdXJy4uPJcdeF7dCFOw0X9MmifuMhMZ5yZJT/nZ0d7/PM8BIXFxfeHaTVavmTixcXF+j3+7hz5463Pjnn/G0upM1oNMKzZ8/Q6/Xw+c9/Hjdu3MD777/v7xA+Pz/HwcEBPvOZz3iH/maziYuLC9RqNdy+fduDT94T2ev1vHUr8Z9NrFWJ7HzhfcC4xcpoAPv7++j1et4pPrl39jree+895HI5D1aB5PBQo9Hwh/tmWbi+r8CnzrkvIgkLUQTwAMDPAogA/AMANwE8QhIW4sQlXPM3AfwEkrAQPxvH8demlb+5uRl/9atfnYg3xf1pnkawfkiNRsP7e3B1QAsUE53IyXwMr0CHUuAyRlUlvW1+PB772DJ8n8rh7OzMxzDh1gMBIvNxi46R72kp0ommf/l52ne1FFlwpVYwrnT4T1dVTMooWVazqwCtLOCnWxheERghoyu9l7YTPmRiVH9NtOSFAKtucRIMcVuIYUZ4BRKdMrUv0+aR3bLVcdOx42/kIeDy0IR3dpa22lW/BX28poJzgdsI9L/gXW3tdhuHh4d4+PAhDg8P8ejRo3R7MgGhduGi48h5w7HkXCWYLZVKePPNN/Hs2TO0Wi1cv37dR5SmYyq3Od544w0Ui0V84xvf8OCLAlH7Rl8l78ify2F1dRWbm5seNN+9exdLS0t4/Pgx3n77bX+VFa/0+JEf+REvPzgnGNdPx4pWxuFw6BUX6yT9Oa84JvSboyWu3+97WhGQlstlHy+I8ofx8jhfWB7bozxn547On2myJMmX0nIc++3ABGAlYCzmdmDqzM7feXovTrfOL8uF37rX74mlLIFg/jsusZZLQalINO+Cn+SLL7cY49jnT4yq45QuI1ycn+PRow/w4uAAg8HlIitxX1PaALmI1rRkG7DZbGJhYQE/9PYWLvqLaA7XMRqP0Gw0cf36NdQKOXzn0TO898FD3L9/H1/84hd97KcbN27gxYtkA4en287OzvDOO+8gl8vh1q1b+OIXv+hP41F/RVHkI5wrH01bYFu5r/Nc+UOfq6vL4eEhjo6O/KXTNvg3ZQt1K3mJt53o3NP3eErxzp07WF9f93czxnHstz9pzX/+/DkePXqEer2O3/md3/G8DgDvv/8+CoWC9zMFgOfPn3vZRSAXRQl45rzM5XL44he/iAcPHuDs7Gxijp2envrDbN1uFzs7OxiPxzg4SA65bG1t4dmzZ9jY2PB+XLdu3cJwOMSTJ08mrh8isBqlPLO6uop2u+2DgNNn7ODgAPfv388MfPpKR5rf3NyMf+qnfsqfeKOFSn2d9DsBEIlDxuHl1ZpfhSCBEJ+RmXi6kMxL64kyNpMyrKaQEJy2isla1ahyZnv88XqpS/3Z1KFdhTTzattDACv0PQsEWT6yQEu3cK2DvT6zdSm4+DCJjvYKDmg2V+XNv1nAya4CGam61Wqh6S8jhu+HHWf225Zp6yGdaG1TgUiQqH1SoAVcbvWq5Y+rX4IWC8xppS0WixNWXlqPWW+v18Pp6WkSFiP1SaTFjCeBKBS5UAHgHXkZOy6KIh/YMfFpi3x4Fuecd4xdX1/3MX8Idiy9GBGbK3JeIKsC8ebNmxNC+v79+/7WhS9/+cveoqgyxI4HASSdePmdbVAZwijV9CvhYRrd/uJ3HS+d11myIuTnk7UgywJc9rPydojf7WfbDp23WcBBgWFooZCVQr+H2sR//X4fx8fHePr0KZ49e4aT1F9TrdFcTNEZe+Ctlg43dq8lh6C6yZ24evVLs9n025QrKyvY3d31lg8A3u8IAI6OjtBsNr1P6uc+9zncunXLH3RSOnGuqp5Suuo4ZdGMpxgZ35F90gW/zv3hcOitPsxLiz6t/7SEMbwS20CfWsoPhoVQOUWDAh3Ja7Ua6vX6xCJvPB575/z79+/j0aNHePr0Kc7Pz73cI2BqNBr+hCLvK+ahnziOcXBwgBs3bmAwGOD4+Bi1Ws3fCsOtxI2NDbRaLVSrVcRxjK2tLW+9e/z4MT772c9ib28Pm5ubcC45zfi1r31twmpJv8yVlRUcHx9je3vbB3otFos4Ozvzi/L333//kwm4NjY24j/9p/+033qh/w5waVJVgEGBV6/XcXp66oUp86qvEstQvyqdmExWaOhz/W4tRponBKayhCaTThAqSRVY2nfWrduUWe0NAZtpn21/Qv1TAMo2q88TQai2LQS2QvVepV2a2AbdrtP31Yx9Fd631il+Jj+qNZFgPcQLWWWH2kDgwpUoDxDQdM+tOAUioS1q8rZGYtcxsiAewASYoNJYX1/H2tqaF5i02nQ6HZyenuL4+BiHh4f+38nJCbrdrm9jtVrFtWvX/H1sBHQUvvQ5Ia/QAZaKgNuoVmkvLi4iii5vfFhaWkKz2fTXS/Ei9Xq97rcbTk5OUK1W8af+1J/yK3ECKpbPrVS6BfA576EjSOUWKYWunojVcskzpDXpbIFLSC7YOR+aD1kLJquwLc9Z/mP59uYHu6jVuZsFAu1zbceseW6/h0CWfc5E3j49PcUf/uEf+q0txp0iX1I+WP5XenNnxP6mFnilkwIWzh+Ckrt37/rvfIfbXFws0FqsW392nG0brfywJ/etFUxpSlDWbrdxdHTk5y+tz1ywEVDxeinyOkPMUNaw/zRORFHkac/Tm8Vi0VuxlpaWfLxCHmjjNuTx8TH29va84/yjR4/8YtffdjAc+lOPtMTRtYc7FIPBAJ/5zGdwfHyMk5MTX9fS0hL29vYQRRE+//nP4+LiwvuPPXv2DI8ePcLi4iLy+TyazWZyiCqlCU97ciet2+36wwOlUgkPHz785AKur3zlK15wO+d86ASCL148SeFNpcBB1386ueyKUpna7sOGhId+zwJkNp8txwIVBVa6qrRbghoKQuvUVXqovVlttX2d9rtNupJSJc5225MbIcVyFYByld9VsFirCD9zhaTPpiXyCfugwlnBpbUChKwmoRRSGrZu5Q/l3/E48S9st9s4OzvzqyzeWqCWYJanAMDWYXlEhTX5jlZCfuaKlttxDD7MI+VnZ8npuL29Pezv7/uj5wxOSP9BBSdKawpinga0tLbbeRS65MtisYjd3V1/Ye0HH3yAOI7x1a9+dcL1gBZu9pW0oGxholVOlSFBmh3H0Laf/mZ5P2vuhQDMVUCLHUMdby5AKT/pJsGteALQUJ3K47beaSDQPr+qxUvnwLQ8Wj9Bw927yeGXBw8eoNVq4eLiwgfw7HQ62Nzc9AocgAcScRxjZWXFL3YYs4p10C/o6OgIcRynJ3+TgNqME6kuL+Sx0WiE7e1tdLtdv73NukulkrfMrq2t+fbq7RyarGFgGl1m/aXu6Xa7fmuUJyHZBlryaLmN49gvOhgR3sqSVqvl7xkmaLNzRJ31V1ZWsLa25g9SkWbq3qGLvHv37vlDDnpFHwFvr9fDD//wD+Odd97xFkqNYUf6r6+v4+7du1hcXMR3v/tdPHjwwAdTPzs7w9ramvdH03mhcTl5wOLk5OSTC7j+zJ/5M95viytuCl21YCmgUiBjlQgw28I0bSUZ+mvNvyErkjK4BVeqFCnQ/SkpY17miuTs7MybYDlRNzc3UalUggAvixa2nfbztNTpdJI4NnIt0ubmJq5fv+4jI9t2TAO2oRRaJU9ruwUmIVBqt32nJQVYNrF8GytNgZe1Os4qy4LEkIDUerX/BCbNZtMDsIuLC3+iiP3RNtp6QgrWbotafqXy1oML7D+3UQhauCLkvWXHx8c4PT31F28Dl6eNSXsKUQsEtZ44jifqcS6xPjBsyxtvvOGv8xgOh/hzf+7PXQYWTQUnLQtKJ7ZH+Yn9zlqEhSw/Idpm/Z4FuELfQ+4NdkwB+MDQ9ENlv9TakyUXQ4ujqwCr0DPbx9B8CPG9/naV8tfW1rC1tYVer+etI3xf31V/STvHrCVP5x7z8lQl5yPlexRFqFar3upDmaQyT7f3uUhRv6Fr165hcXERrVbLb7vriegQTUKA3PZLn3Pu8Lsu6Aiy6Ih/dHTkg6bSesUL3peXl/0WpOplHpahPuA4aH22nUxcyNFdgTKmVCpNLBQAeIv7xcXFhJX96dOn2N3d9YCbenVlZQXVahVLS0vodrvY3t7Ga6+9hocPH+Lb3/42bt++nRwoSq1u5APdWeAWJ7eqeaq/3+9/Mi+vLhQK/o4iDo6eHlSFE1LgISvQLDARsm5pHfrcAhoGq1PndbZdhba2l6tpTrjxmBfN1rwzI5XU8fGxd2YGgKWlJayvr6OWBtjb29vzfjjcN7dWFqukQnTJEmY6YVutFh49eoQXL1746w3W19d9bCKulCg8GGFYLV7TxoIWj6tuz2n7yBtqNWG/Cd41WYEbAnnTFiYKgKxQVuChgGFa+1lWu932vhkA/CpSwQstObQyAri8tDl1GKVZn6eQmFfpoJYsuwhgXWynJvI5V34KMqMomoihR6VOi8Du7q6/j42ra4IxrozJQ3p5eRRFE6c7lZ9XVlZwenrqTzpy2+HFixdYXFz0vj0KsDi/Qls4s/6F8oXGdhrv2N+zwHCID+3vVMr0VaNlgeCKfiYhuTitT1l9C/VhVn9D78yywGTRysprLvrW19fR7Xa947UGpJw2D+3zEI10jupBK9JZ28JtffIZ5TnL4CKFcp+XRWs7b968CQB4+PAhHj586H2pePBCQ9M45ybmRFZ/SMsQ4OG7xWLRW+wWFxdx7do1H7rj4uLCL5jOzs68jOINIQsLC95nSrcblY/0JhJtIxevag0jOKR84XamxtkE4IHqtWvXMBqN8LnPfQ79fn/CpYHhMxqNhr/e7/DwEI1GA7du3QIAH9C80WggiiJ/3RF9OOlLOxgMfMB0LhinpVfawrW9vR3/+T//5yeeKSNNW/np99CqTPPoX6vgswAYlTmdEE9OTvxdVKVSyYdcsKcCs4QacKnU7HaUKnNViLo1ZgWZtazwN+BlB2sLvti2LIsL22MvntY6dfXC9oTalJXsuGS1zya7Ag0lCzRC+a1wzRJaWo4K0tCYWIBu26CfFbzrqorCmSBLQR550oI/rYegk+9qm9QPRflMeSVLsWbRjytU22f6q1jacIuBbgH9ft+HwWg2m2g2mx6QEUgSPPb7fe+8ruCbC5KNjQ1/4vinfuqnfGBT3d7Ttoc+2/7xfftM82cBG6VJFi1DvKHv0FmZCo7bqWotsYuOUNumAa3QeE/r51VBpz6z24V2vtntMyuvnXN+gb6ysuIjp9u4SLOAo/0cyq/jwHnIPmg7CQyshdv+m7ZQo+xcWlry9/6+ePEC+/v7E3G3xuOxB9oMbFqpVCZOECvNZwFb+1c/q/yhrym3Pw8ODnx0eh6IiePYb81bSyrLIuBUucf2KlglXTW8D/OpjmEeGwaIhg/GDmu32/6O4kKhgBs3bmBvbw8HBwf+SqSDg4MJXclA5bqoBOC3fj+xFi4ge/vLToIsYXgV5a7JTnS7ytdJosdex+MxFhcXsbOz45ldrRrq88CyraC3fc5ahWpbtZ9ZW3QhJc96dAKGQI4qLqt4syayKk9rzfow46HlZwGoacJQv1tafJh2TOOJLEAa4hstQ2mf5ZuiAMsKeV48q0pVr0+iJYMWMvXtAi5BfRzH3gGUYIWrNf6mwJOgTLdQ+XtojOloqitwzh2a6vkuLZoMX1GpVLC+vu6DHcdxjIuLC7/FSBDGe814evLi4sKvUOmX1Gw2/YEa3a7X9rIdIRB0Vf7Vd0MgXflE6Wr5x/KOgtFareaP33O1TWdjPTWbBaLs79aPLEvG2H5eBbhYBT+LTjZPaNFiywbgL3WuVqtotVoTYCskIzRp3227rvIulbxuG2bR09andYV8NmnNPTs7Q6PRwMrKCra3t3Ht2jWcnp7i6Oho4iJq+jnxUmceQiHPcJszZEiYJmN1fpIXuWDiomZ1ddWfGOTJSRoiGFKBMoDWuShKwrE0m80Jy5z2nYA0tLXL9qnfrlq/2U97Upiykn6cQGJZY0ytmzdvYmVlxUex5+lnPXjBQwQqo2elV97C9Rf+wl8AMDlprrKitM+ztrGyVjD8qysQPX2hgILKy54UywJ+Cki0P9PapGVkWd30XSssLHi5CvCwfiu2vqzybf8tOFPlfZUU6s80RZDVdn62fnGhfs9KV1UStj1ZNAu9HypvWl5tv75D4UCBzPAOBD26VafKg79R+CmPa5R8jo8FMfyNgpZbH/QNsWDOAg3yDsMu8KDMtWvXUKvVPIBaWFjw9er26cXFBc7Pz3F8fOwVU6VSwfHxMX78x3/c+ztmAZIsixfTNP4P5bXjEhpr8h59VnmsXg8L9ft9f0xeV/5XBVghOflhAMK08malkGK3PoKzZI7KX+eSk8c7OzvegZmuFfbdaW1SYBhamIZ+s24tfKZgOmunIWsuhxa5Cri5CFpeXsbq6ipyuRzOzs5wenrq/clUXxEg0J2A1hgGdeYVVZybdnxCwEbnLPPwL63n/Md+cEFwcnKC09NTHwCV4R14klHLo+zgIlPH3x4Q4zv2ND/HRMeM460LL9VHIf3AfjGsSKvV8icmSVcGZR8Oh59Mp3luKYaEwFXN/1nPQpNHHQbtBNe9YyJz+q7ohGCaJoSsMAyBwauAsGnWoyzhGGoLEDYtT3s/SzGF/tIqwq08DRsRotn3mnTShfqiQC/EN7OAVgi8zcqr2wzOXa6G4/jy+iYA3pcjBCxDdWdZDFhn6F3ytgpEgi2ukOk7xVUzFbseNwfgfQUptHR1yv7xO5UAt7w4Z6ygY/mh1SKBBlfEnH90lOdx8Gq16o+c00rG8SXIZP+U1lnzK2thkrVYsRYZOy4WhJNGVIA8nUWASQHf6/UmlEkWD/NzqA+2v9oX+9m+Mw242c+hZ0qHkFLXz3YO2DHQEBW1Ws0f0mk2m9jb27uSL01WP5THZy2IOJ9UX9iDULqICSVd1LMsC8xDbQYuL8pmLKzT01MfMsb6Zuk/WsgZqZ3b8vQdVguqOv1rG9jH0Fy1oJHbjrp1ysM9p6enPt4W28CyCcD0ejkF2iHApYuWEFBW3UB9VCgUPA1UHiu4U3CmOlND+BDc/ot/8S8+uVuKTHYSctXN34BJRrCCT9/TiaLvksA8JciTPZb5iGb1xEWovaFkAQ6ZNmt7IyS0FLmHtt2scM1qj6VTqJ1XTdMAWbVaxc7Ojo+t9PTp04ko8OyHbfOsFJroVgCE+h2izVUXHh+2jVbQVqtVbG5uolgs+kto6cgOZPOwTfb3UB9CfKDBN4HL64YW0ot5FQxQmFA4c5WsW5TMo0AytKrn4mQav/Izy2Eibej4zLbRaZknd09PT325URT5uRvHMdbX1/18ZpDKafPD0i4L4FpeC4Fd/UdwVa1WfQwmbgPTOnd8fOytAyHAlzW/QyAl1PZQfvs8NIesbArRI9TGEPCfBri0DLVm2d+Wl5dx7do1RFHk/YfUsmVlaJZMzZpndgGWJeN0bNlfBRxZoF3r7fV6/u7W8/Pzy4vPjcUsxAf5fB6rq6tYXV2Fc85f7UP/Ke1jiOc5n9RiSmt21mGfEN2y/rIO1qO0AS5BEC3fNhHoaEgfqy9Ypl0oZPEly+Tpeu0P20ndrOWpFV/dJHhycpYe+UQALstoodWCMjrfUQWsCFe3AulYR4dDa2KlMNdgkyHmB6ZvRVkFpBPwKr5KfMeWGUpZzHaV8qet2kPtmLW9uby8jBs3bviYKM+ePZu4l5BJQdeHSaEx1zaHlGYWGM/qr+3ftN+zFBU/886x9fV1bG5uYnV11QtaOnSrgrEKI6tuFTRZ424VFnAZfFRPS6ljK+fF2traBNC3QIzR93mNh55aZFl8h1fsZF2zxKQWrxBv0AfNvk860I+k3+9jf3/fK+OFhQX80A/9kD9hlsV3Kj+0bSqYlebWaZryZWFhwW8N8lov3gt7dnb20u0B+jdLyVsZZP+GlKwFtrPmdWjezAKpTAo8Q4BtmkLUxa/yNWVNLpfDxsYG1tfX4VxynRtPI1oez5ovtk+2nVcBldpXBRB2Ic9kfbu0/mq1ikqlgs3NTb94ODo6wvHxsdc9obnNth4dHWFhYQFbW1tYWlrC9va230pnYOFpyY4rHcuzaDcNNNvvVj7r/FF6qXVcwSYXhfQH5QKF8knBrgXoWTyqebXPVl8oD2l7CJK1XAVjWekTAbhsCk2SOH75tIcCGv7jEVW9kJOnOTTwG1eZ1jzJuvSv/ayCMiRA7PMsoKOKICR4Q0IhtHqbpaRDbcia2NP6qL9FUYT19XVsb28jn8+jlV4U22q1XlIU0wSb7ee0Sa591vbad/j9qvG4PiwIDL2jSmM8HmN/fx8nJyfY2NjA2toaFhcXfbDBZrPpAYs9rRoqfxYgm0UzlqHhJjS2mF2Zsl31et3fe0aBRdM6wY512tctMjo163VL2g5+JxgELu9qtNsFCk5VYOv8pYyg9cDSZNr2iH4ObQ0quFpcXMTS0pJ30OdJZsYeI6Blu+xcmpU4v/h+Vp5pKUuxKKieJVtsCoEszWvnvZVfWWBL8xQKBezs7GB5eRlxHOP8/BzPnj2bsCRp+bNoYPuSJVc1n+YhT1nwHaKtulVkyfV8Pu+3lXd3dzEYDLw+4j9eKWble6vVwgcffIBarYZr165hZ2cHGxsbODw89OF7QuMTaocdl6z3riKPtQydnzoH+Ffpp991McgrwxRo8bQuF1E6Rva7ti2kL/S3kG6y7XfOTSxUp6VXHnBRmKmQs/+AyS1B9bkiIlb/CAp0gqvDw8OJo+Qhq01ocvI3TdZxeBow0fJCIMQ+0zqzBIqlTWjbFJjcow6VFWrnLJCoZV+7dg3b29sAkjv1Hj9+7GO12P6G2m7bOw04ZqWrCN1Q+zmBvtc0DdTwr3PJVVRPnz7F8fExtra2/Kqd11rwKplpoDxUxzSwPAvYK6BSqxeAlxxhuQrWecfTP4uLixMx9Ai26LTPi3RpFYvjy61IhowAMLGatYqNx7OtcCTP05rN04q0cFGeWF8/y39ZAItlEGQxJtLS0pKPus2xVSvBNKUWGkcdj9BvoUXQNPCQBSSyflPfw2lJgad9Zj/b9jOFfHLtO+RLhgfhyTGN7zatf1nfQyBw2jwK6R/qqSzQpYdStKxZ7WGsKV5T1ev1/A0OL168wNnZmT8lzzIuLi7QaDR8zL7xeDxxn3CoTit3LaCYlq4iY2fpl1DflcYhDKCWRcaY49VD4/F4woIe2jGg3AISIE/66LjZPug7FhNcRUa/0oCLhLQdJ2PbGFfcc2ZcGm4PUlgTXPHSXeBlJThrhRNSXBbEhMAR3w8lLTPky5TVFlsm26fOtaEVhnX+0/dDkywkDLL6kcvlsLu7i/X1dcRxYnYl2JoGEKel7xcAhcqbRd/QmM0CcLP6EQLXQAJIP/jgAxwcHGB7exsrKyuo1Wp+W4EWGbvqtyuzWXx2FcEZmmsKyHgFjFq9FMzowkfbSiBWrVaxvr6OW7du+W013p1G51n1adNtf/pWEijpBcKW58kv9PFSkAhcOuJmCXA7J9V5VmP9qAzSmD5KixBgmrZgmZZXQaV9nsWrs+avba8+U/AQ4g+lteZXsKY8Yd8NtSnUDuanddS23YKcWcDL0kf7OE3eTJNh1ipoFwFcINgxDY1TqL28LqhcLmN9fR137tyZuHuQixieVry4uAiCDOpDmywtLU2mtXcaj9l+ZW3dhWSZ5omi6KWDI3buMkQKMBmSRg/32PI1xI3l21A/dZynLSxC6ZUGXOycCjUSjQzIQG8LCwv+9CDj/DSbTRwfH3vkmoVELfGseVjzqeDQiRMSopahtI5pwI75Qs6K9rsqEsvIrEf3tXn0dxrNZzG+ftfPhUIBu7u7WF1d9cLx0aNHmWDL9iULBNmVdpZgUqvFtDLt6o39DQnZq0yoDzPpQis9WpKazSbu3buHhYUFH8BxZWXFx9VhhPBZW6FcDbL8We1WATstr3WKpw8VHedV+OlxefW90fK5fVKv131kaK7gT09PcXJygouLC69ku92ubwNXsXT0VVpqPyxYJH8z5IXSQec3hbQNpmgBZZYs4LNpKWv+h8BYiG+ygJvm4d+QXLDtCPGx1qFzRBUfEHYwnyYbNV/WtmrorwVWof5aelnAwGc2T+gdTSHgOWuc9Dsd0zU6fShZ0Jclc8mfPIhDp3M6zXP+8HCLLuZ5Xc4s2WWdxrPao2WE8to6rgI2NYX40AJDlqO+VvQbBS6vzeOpZuecB8F6WIB5yZfqlqCBdK0LwicecEVR5IP7cWuQp3tqtZrfKmAQxIODA4/umUITPQQi7D+rkBXwZZXLsvh71mfmy3qf+W1UXmVOC7LsaoRKg7SzQk2TCsssBa3vhcoqlUq4c+cOFhcX4ZxDt9vF48eP0Wq1XirLljetnqxtCptU8Vu/HW0z+ztt/KaBlKzfLM/w2bQ2M5+2jdsk7XbbX6exvr6O9fV1nJycYH9/3zvX691/NpFPZ1kGledn+TBlKWyCE/X7stdb8Z3QCl/5lnekra2teatAp9PxSoRbKHQE1kMGzl3G7SH/K0gjj6T3nU1cC6L/FFxlOePa9lvahABSiIYK2uzzrHkYkglZIM+2MWsMs5LlC/1uQZilSciKbn+3bbsKQJvW9pCsDI2NlcMhWR36PTSnSYPQDRahOT6tT1aOh9odAhkEYPQj3Nra8mCDh3J4EwplZAgUZck2+5ttc9a7oXJCvJs1X0L1T5tvesBG5z3/ceEWx/GE4YYXlitvq28ZwRnrU+f+qwAtplcacOVyOWxtbfkgh3q6Z39/H+12eyLuCRCekJYgoZUDB0qRrQKskAO7FbwhwWPrYZoG1kLPFVxlWXLIPHpc1YKjWYIlq00hxcDfFhYWcOPGDSwsLHgrxQcffDDhIG8n61WYNOvAQpZQUDrp+yHBwtOmIQX4YcHWrHElb9k8FAo6yVWJ8YJynjri/ZiNRsNfocEyshSUBVxZysK2yyoh+25I0JD/CFgs8NKgjACC883yCe9zY7wltV4zinWn05kIuMi6Oa/ZH9bvnPN30GkbtC0h4BACL1ngYNqzLMWhtA75T4XmoI6LlUf6m1rLsxR/1ryysibk06ZtVblp+679CMns0BzM6leWvFJwkkUPnRd2URfi96y5bxcsOkYKjPjZWp9tG7OAlW2LzW/zcR6WSiUsLS3hxo0bPvbV8fGxD0DKoJ2hfodkhf0ekms2fwgwWbrOAl22TAVTofr0N4sPdLziOPa3a2gb1IUgxEcE2DquKkuz0isNuOizcXx8PHGfHJBtUg8xRZaS1klvr+GxSjG0orDfs9K037IEA3BptreKygoo618S2nKapjxD7bFJwY8K1sXFRdy8edMHrOt2u3j48OGEZWvaCmgW8KTSnJaH37WNFuTYfgCYsCDOAlqhfug4qOld35smREIKRONZ0cLDC2J5+mhpaQm1Wg0XFxfe6sPy7Eo61Ab7XRVEqB/23ZDQ03dZr/aFwEsvrFWLJNuuoMcqKNZZrVb9tisDovIo/cnJiXfMBy4Dymqw3TiO/daCtbipwpz2TOlmn08bZ74XKk953fIG82dZ76eBH/0+bVz51yol+7tVLErDaX6soX82jwIiqyTVOV7rtf228jmkH0JzWIGLzZ81pzS/Ws7t4oTtJbjROw5DANOChBDIDfXP0kDzF4tFHyj19u3bGAwGOD8/x8nJCY6OjnzkdN0lsHSw3+31XqH+hECkLTOLL6fVn6XTrc7XekNt1IWeLg5pIVS5VCgUfDxApXtWsG2bXmnAxdveLWOp8LCAJcuXwH4PCVr+bkGdMktIcE0DVKE8WRPCDroCTJvYfutnwvdD9c9q5zTgGJrUq6uruHnzpt/abbVaePDgAdrt9kyhNav8q9A3JKSAl+M32bZYOutFzVkpNGFtO0JjCmRfDaIp670oijyooGM5Y5utra1hZWUF5+fneP78uXeSjeNLc/m0FFqMXIWXrcAMKSpbDp3t9eSjBqmkPxbfVQVuy9Sy6XbAlfzNmzd96Ame5qIz/mAw8PHgFOCxHFu+BSshWaHPp7VTkypQaw2y8mUaUMrKy2chnrJjFVJKdgtR22zbwvZbZ2Rtg6VdCHBp27R8O/4hy9Q0cGXfCQGBEPjKkl8h/WLrU1BsQwWwDM6FLLBlgbe1KGeBGm1vSN4oyKCVd2NjA3fv3kW32/UA7OTkZOJibO2fTdq2LF1qaWYBWKidqn+vAtLsd7aD8l31Qggw8x0rr+M49rKJwYkZXoogm+FfNKRNKL3SgAsIKzb7mflCWxL6OQS29LdQmsXkofZmCRJlID5X4UtkPa0OCjg9LaV1Zr1r65ymHEN9staijY0N7O7ueqZrNBr44IMP0O12pyoC+9wqhmkKQsu1+bNWgLYNuoU3jZ9sGdNWS6G+2Xba77bcrHfsim00GvktgeXlZezu7k6catzf3/fHxFnPVUFUlkANCaUseoWSHYeQP5SeErKCju+r9daWqTzKE5HqjM8grYziTeu5lQEWJHAMLFCYBlazgAXzqhLmvM+qexpNs8bD1pNV5lXmUJayDW3Dar5ZyjDUDzvXraXeWtV0DKxsDdFF37NtCIEECwrYBkvPrDmjcj2k/NUKzzpCwFXLzJKt7INuoQPw94+GZLHm4yXXCwsLfs4wbhz9v5rN5kRoiSz5Z3klS86G5M00+alpmm9v1jscex2D0BzO0hsqg/UgGLdus3aXNL3ygEuZVVOWcAoJBRVmVghqefZ9W4+mqyixUJv1Mwddt1lYNstXKw3vjePA2jZbQTGtfn3vwwj3KIr8bfVRlFxifH5+jkePHr0UauMqNLgqHacp+GnAKUTTkJC37QmVmfUeUxbAvcqzrO8cd4IS9VFjLJ61tTXs7OxgaWkJCwsLfqux0WgA+HDBNRWoWdrY3z5ssu+pBYmBh7n1ZwUqwRcBmCpl9aUI9Y2OxAxJwWfT5o/+DX0OAS1+zpIxtt/a5mlKit/t+Gk7QnyrykPrBLKDvNpyQ30NbRtaWoTaGkrTZBX9LG3bQzLagkQLwq86r20Z9oCN6hNbRmgbzoI1fUcBgMp7y8tat+2vtj20Hc1FBfuhc8UeaNEyc7mcD+B78+bNCevX8fExzs/Pve/ktHliU2isspKlgfXNtXks32a1R+lpZVoIkCuN9HCE0pEuNJS5Wen7AlzOuf85gP8hgBjAtwD8LIBrAH4VwBqA3wPwF+I47jvnSgB+BcB/C8AxgH8njuOHs+rgcVap03+2A2IZc1oKETUk+Gydoe9angq3UOKEsndKhZzyAUwcT1fFOcs5T9t0VRA5qyyGfdjY2PC0YigDXU2HBGQWvTXfVfuj7yowUEGmwCSrfuZhm7PG1QIyW59tkxVkWT5oIaGd1VcKZW696bYETy9eu3YNr732GjY2NrCysoKTkxMcHBx4wag+VVn1ZCnaaf2dJlizyrcgnvzF047qZK+WAh1XYPLwQ9bhAduO0FybNgbWry0kc5TvQ3VPU4yWzrOAzKzFlJ0bWic/24WsHXcLIoHJBWxIDk+Tk5Y+VjaEFgTMQx1gLYG2XbYtOs4hurKvuni1CjzUD+tHx7+h/lprJvnYueTUW7FYnJArOi7WSq35LB2VlkxZxgpLZ+23pd94PPYLFsb/4raa3bLX+JZZsi1LVoTSVfoaku2huRBqU6gepXVI5oUAmQaJnqXLvmfA5ZzbAfA/BfDZOI47zrl/AOCnAfwkgP84juNfdc79bQB/CcDfSv+exnF81zn30wD+IwD/zrQ6LIOGQJVlnhDK1++Wqe1vIcVrHbCzwBUZQMvXvKo8tG4KDB300LahrZ95swRkFkOGBKalpa2jUqlgd3cXtVrNC5FOp4MHDx68JFRCQfVC271XAWTTFKMKqawVe5aSD/U5lFRhZSlqC/A0Wf8GO+ktiLPvKi1U2Q2Hw4nTRcViES9evMDh4SFu3bqFjY0NVKtV3Lp1C6PRyEel1rtEbZ0h3tQ2WpqExlOVovop6WdV6lkAjH+ZX60dagFT8BBSwlkgMtS3kGLTsckCOywnS/bw9xAgy6KBtkc/T5vvIbllQVeW0tE22nJ0CzirviwlZ+V1VrKWJO0zecAeNMhScPq77Rt/53u6rZ2lLK21S8vMAjXTrDA6P7jwnhaBPiQ3mDfUd0sX7Xtoziu40vzW/0znE33A1tfXMRgMfABWnn5stVre78ny4bQUmmdZYzUNMNoyQ/S6qt5UmtlnlmazDCHf75ZiHkDFOTcAUAWwB+DfBvDfT3//ZQB/HQng+kr6GQB+DcDfdM65+CqjgJcVTpbgm2YNyyp32t9p74TK1e+6QqcDvAIsLYsDZh3g+ZtVDPpbFoOF2mdXgvZzqI5arYY7d+74a1aiKEKr1cL9+/d9ULksAJMl4EOTIIvhQ4pImd0CrlkWJX2mAQFDie/pZLLKI8tpNAsYh8BWSCBZIai/81Rtv9+fcNx0zuGDDz7A06dPcevWLWxvb8M5h1qthmazif39fZydnU1Yhqxit2BMhaztr6WT9n3anAvxRWjcmJenYDnuPElFxWC3NqwVwlqHQ0o3SwDbFALJWXNTlWmoXyH6z6qbf1UBhtqvbbCftaxQm/hdaadJ5QgtraH6Lc20LuDlRUVorocs1ToXQ30PKcmQ4s8CmSEaheZuyMFa26OLDe03f7d+XNpnpVFIXtsFoNZrZVbW2Kh1j1Yabu2H5grzadgXPqtWq9jY2PC3uvAuVQZe1f5z7PL5SwiiMl3HxMqUEM10jGyfmT/k92X7aOsKyWXuMtDS1+l0fCDlabgB+D4AVxzHz5xz/ycAjwF0APzXSLYQz+I45vGjpwB20s87AJ6k7w6dc+dIth2PsupwbtJfYJoys59Disy+ayfaNGLRtGrrtu/awI9ZSodMwDaoNUvrCLVpFsjKapsCvaxkBe7a2hpu3bo1EYG31Wrh3Xff9RcsZwk8Tbo1HFIq08bBtkm/q1+T+inou1ZIavsoYEL16nedtFm+Glkg07Y9RKMQr4bGlAKH+bkFp86sbOe7776Lp0+f4rXXXsPq6irq9ToqlYq/4ur4+Nj3S3k7i15ZPhS2zaqop+XXfoSswtZixH5xnvCdfr8/odjYVhW8TJxv3GK1Ql7bb/kuNE6hBYzlG6scVcGFxjcEvkLzNmRdCYGrkMy04IvPsrZFWY4dLwtmQ/LK0m5aHmvpylKoFmxkWZq0bC1f+2bbx8+WJ0kf/ZsFpPS5ddImD/MidjsWyn+2/ZosEA2NbxzHE35bHC97Qpjv6FhaWWB5U3Uzr+BjfYuLi6jVatja2pqgu+Ufjdtnxyx0wjOkV0Lyir/xOee79sXewcnFm8oEy5dqXWcZvCOW4Wh+7/d+LzhewPe3pbiCxGr1GoAzAP8FgJ/4XsuTcn8OwM8BQL1eDyLdWSgSyN72UOEVmvxWKKgQmiYwuMVjHX5ZjzIygQ+tFBpcTd/J6tNVwFZW3+z7VqDou9evX/fO8RRy5+fnuH//vr/iYBYw1LaFtmZDkyjUFjuOKlDsVgnpf5Xb27UuBVQhC+S0FKL1Vd4J0T8rn13pss1sqwX5pVIJvV4Pv//7v4/FxUXcuXPH3y96+/ZtbG5u4unTpzg9PX2JBkyh1XVW3621kG1WYRsCBPxrt6a1LG2HXiOkB0lYlwXQOidVyFpBrXVZWaFJ6WEXTqqorbINgRIL3DQP6QeEA/WG2qKflQZKczuXmKxlPWvuhEBFKFmeUTlqfT6z5GqW1ZN/rXwmTyg9LC+F2p6ltJWeofen9ZefdXFgeUzzkodDZWq5tk0KGlifPQ1p52Co37pg0RSaK7r4iqLIX7UFXIIgbRPbo+4CfF/7rIdgrG+dnUcsR+WH5lU+sbyl81bjXer4qNVW6+N3XgtUKpV8WJqPckvxvwPggziOD9NO/ZcA/tsAlp1z+Tixcu0CeJbmfwbgBoCnzrk8gCUkzvMTKY7jXwTwiwCwtbUVzwIelnGsILwKOAuVH5o0doLo1oZua9kJa8GWHknPOgZs6w/lmda3LMFqBX8oTxQlJxFv3LgxMZnPz8/x/vvvT6yOstphJ1wWILEK7SpAJSQQslZ7WXXre/b9LKVo61Va6kTNau80Baar9mmCMatd1qpHYQAA5XIZnU4HX//617GysoLXX38di4uLWFxcxFtvvYVGo4G9vT2cnZ29RIcsM7ylbdaYhHhg2pbktHHju2oV0HcY/Fe3GENjpv2z/bFAW+u07/F7aMysjMoCFEwKQELzQuvSz1Yhhfqkt3GE2pDF87YdIdkWKtMqutBY24W0zatja/sUqt/yYlZ/SA8tTxcK3MlQJZ7Vh5CMDbXD0sSCYc7VUMw5y1t28a80sjzLclReZ8lX6iIt14LCLN5jXQqUdJcnJH9V13CLTseC//S+Vmthz+IHHTcNi6H9Yv7Q9XkqT0lzKwfVQqflfZRhIR4D+LJzropkS/GPAfgagH8K4KtITir+DIB/mOb/9fT7b6a//5N4lmbFdGUVEn4KbELlAOGo6VqGEpTvcsB4bF33r0PbCiyLTOOc8ytxgq2QgA71MdQHrW+aILfvhrY4tIwoirC1tYW1tbWJq3na7TYePnx4JavRVdrBz1mKVekzS4BquVllhermX90unLbl+mGAoG0PV0xZ5YTownd0socULZ9zW9qu1Cg0KpUK2u02vva1r2F5eRk3b95EpVJBHMfY3NzE4uIijo6O/HUfoWC602gwa7taUxZQ0TaH6MnPOlaWFrYt5HWa/0PARZMqttA2qrXIWMWqn22/FLiFFFjoJGkW/4b6bee5frZzyQIm5VErx0J900VolkzImnOWfrZPod/tgtbS0gIOjqOdi8xvfZw0f2ihoVtztl9ZoML2x/IaeYJyNbQNb0ELQYmVxfY6K7XSZI2H9TFTOhF8antYrupI9ku37XTrPmR5UsuWlkO5w3yM6q40DPFzaM6EaKk0U8vfaDTyJ0Ytb1ireGjeM82Sgd+PD9dvO+d+DcDXAQwBfAOJZer/DeBXnXP/Yfrs76Sv/B0A/6lz7h6AEyQnGq9STyYoCgkN7bC1NoSUd0gIhJQlVwmhLUNtl37mhdsKsrQt2pes8mz/s4RWVgoJTisw+Fs+n/dKWJ38O50OHj58OLWNs9o/rd1WSVhQYfthwZIVSCHlPI02duytIreCmSnkf6EppMitElDwr/3JcgpVvrGLAj6nFVW3GPmZv11cXODrX/86Njc3sbGxgVKphHw+j52dHfT7fX/VB/1MdCwtAAz1V+mp422VRIgP7Ry0p15VmJKeGjjVlq8ygn3hnNbVtBXm1rpjHcOtAtf2hWhhAYsqHq0/1E/bL63DKqAQTUO0CNFIF2T2/RDwmtZPO5dYbmg+TgN7bFNoW07LU+sn382yUOmYq8VL6WyVrIY84LOQ361+tvJPy9UFVVaQWu0Dv+v2nI55SGaG9JrOFwUXlr5K2xCvW92jC0rqE8u/ti2a+EyBI28t4WJSeUHHjHVysWlxgKWX8oHykfKSymttk/aRlrlpi2lN39cpxTiO/xqAv2YePwDwo4G8XQD/vQ9bxzRTfshSZZnGMoUVNKGJqIifgnkaYLDCgvvQjKGVBTCy2nmVyRpStCEhqO/pu8p8ziXWt9dffx1LS0sTk7fRaODRo0cvgaFZSlNTqP22jBA4ZrKKj/lnAT2lo7YrNJbj8XjiWgZtowqN0NhpX5RO9rtO2hCN7LYogAnnbuaxSlMtrcynQtmu1lUYMlbX1tYWbt68iYWFBYzHYywvL6PdbmN/fx8XFxfo9/te6BHAqXKz7VfhZQFSiOfVl8Lyd6gPlhY2X0ipW+ClcoPlWSVmeVSFOee9nQsh64gqMatUs8rXsbVtouVBtwuztlxYZmgeKW2URqH22jKtLLRjbBWj3TLXbRkdwyzgaGmmfKig3Lpw8D2lry5EQjLd0snK4mkLIiu7lCesJUbLZx/s4Sy7QNPPobrt4oG/WbCiIIU7Mcpvtg1W/lk+s/0nTTWosV0gWytUFEUTCyGCXF2EUnapnLdz19JHgbXS1PKcWrwU3GbJe+X1q+z+fCIjzdvJblcHs7aHQkCGaTgcTjjlZil1YNKsboGWFVShAK6hsrVfIcBghXUIGGSlrL5Uq1UPtkiDOE6Cmr733nsT/kBZtAu1d1obCAqs0FBlaPunYzJr4jPp6idLSCpgBrKFInB5J6D+ZumhykbHLBShmD4GIeGpgErrUeVhwbPtt1pwGDBVFR8XBIeHh3j+/Dlu3ryJ119/HeVyGfl8HrVaDe12G3t7ezg9PUWv1/N01IuhWYcdG36n07eduxaghMaTfdR8KqjV78M5509sZgUj1NVriN52zO08t3NbZU3WPGRYiyzQHwJpdrXN8p2bPDjAd7LkhPKApZ+mEPDIklNZ4CSUNwts83sokKjmsXVpm/jZOmVrm/SvKnILcNl3a1HTtmobQ+23fMPv1teHf/WZLq7s9qUFXFng2S6k7Xxjfs4nXYRYS6kCNwvSbFw8/U3BDUGcWt2VdxVoZS0UgMmdJc43gkTtjwVOzMfvw+FwwkdPE99XkEX5wjZSFhMU2zG2/s02vfKAC8BU5uHvTBY56zPNb9G/HgcNgQAL6MiMZCQFXFaQszw1XYeABftIJWyT7YedNFbgKr34nAzF7wsLC7h9+zZKpdJEoLp2u4333nvPH7m3bdT+hQDKLKTPepS2LFsnsxVuWg8nr63XCm2rHC3o0OdAAjit5YL01npU+LHtduVk87EepaUKM038TesN0dq2x9JCBQKBl7aPlqtCoYBnz55hb28POzs72N3dRbFYRKVSwe3bt7GxsYHDw0OcnZ35a3Z0HO1qlfRXRaK/69joylfH3K44bZ+sguU85G9KFzvvLZ+wHUovbUsIRFulyLZmLbisMrS8qX3LspRdBTBaoKV9tv3XtoRkZYheWo+lUWisVFaF6rJgPQSCrJLWNtn5RDlnZaQuFkJ9UhAVkgGh8dA22N85f8mXFgBavuOiSH+38sICNZUvVubbcVQ6Wl6zoDLEU5aP+I5ax9hnaz1UnanhfCwvWx2jfGMXeBxHnfM2PpjS28pPa93i4ldBucoYLs61DUq/WXrvlQdcVhkpwXRgLIMyr/5my+RnotiQwLGJDMPtQivQ7ETKEmRav2XqrKjDWSuuUL2aQkLTOYeVlRXcunXLOwuSaS4uLnDv3j0f+sGWYftl6Wv7H0ohq0wIqFpTtp2YVmnYNmQpCZZlgS7HVutnuVkrWRVaKqi0zBBIGI+TbUwVnrYPdjtBn4UUDzDp3Mv3lJbkWQom5d9KpYLRaITHjx/jyZMnuHPnDq5fv44oilCtVrG7u4vV1VUcHR3h5OTkJQCrAMkuKPhXhacFsZqYRxWV8r7lQaVdlvXUgjmlp4IEVRC2XDtGrMv2hXNZlYoqKMt/FhRaHpsGsvhZlZoFDFqmgsesZOePHVOllY6x8pNai9hvCxL0u/KpHW8Fb5ZO2h/m0TbrOFv62feVPiG5Z8uyc1FTaNFIurAMlYVsL/nelmvlZkh/hMbV8o/dcbFlKd0JPli/HRvKEuvjaC3MOie48OPvNiaWgja+q/RUcAdchk1hcG7Ww8Vzlp7Rvqg1Tn1eaRULbW9mtTMrvfKAKzTRspS5ZbaQI6K1ZE0DC3aQKcT0b0gwXkXRa1utUGHeUNtC+ULl23ZYhbW+vo6bN29O3OU1Ho/RbDbx4MGDzAkfArm2/tBvWWkagyoI1GdsA1cgTFYZKFgjLSwA4mRnX61CyOK30KTl+8DL24CWfqpcNXGFZVf0bLOCFR03lm3pFVpI6Cpf20CaAvB8ce/ePXzwwQd47bXXsL29jVKphChKTjxubGzg+PgYR0dHQZ5T4KL+WZZ/VNDasdctFqsALQBR2ipvWJpZpamKnzyUJW90DEJAI9QPq6RCIN6Ce/1r+8lylPd0xa/zwNIzJA90rOxz/RzyV9M8Cua1bZYf9R2dJ7Y9tvwQH1uQYt9VR+vBYPCS75vKOAV70/oZmrsKPLSvoX5k0d3KHQWOlAkqo1hvSM5YMBmiZSiFACXz07pEuikNQnIpVK62WX33aHW34CtkGdc5o/3P5XLodDq+XHvYxi7e9DS36gqtX+tUPlF+ZDttfaH0SgMuK2RCA8kUEoJWKYYmiZ3IFmRxIOmbxTwhsJUFskKTNwuQWOayZWqbVKBZcJXVrihKYmzt7CQXADBCsHMOrVbLx9kKAToqMqW1rjgseMxKITAZyq9ggjQJWUy0b3YVa9ujK2tbj4IlfZ4lPEJCxIKfkJXVKn5LP/WZ07KzaKTjbkGmlqEASOnEUCdKY/7GFeO7776LR48e4fbt21hdXUUUJQH/Njc3sbS0hMPDQ5yenvoLeTX4pLbVfg4BGsv7FujwNxW2WlcWraxCDI2t1hniFQW/tuwsAKnjEeJFJlUA+lf7xbFj2y1Q1JhDtj5LP+2HBfRMVqFbeaY8bpWUpU2W/NZ2KP3VmZt1aR4dF90CVGVr+69X1vA9pbcCWJUDlqYWOGYpXOUhO3Z8V5W5WpP4O8dK6yL4sqBK+ZXt1DBEOhZWJilt1W9JeY152W5akULjp3TXcCchfUVLf2hhZtturcM6Jvou+YFjafvOMu3BE+0L+Y90VDnPfvEkt9IxK73SgIvJCgB2NCuvRdtWsFmByGf6T1eM/MfnWpaaIYHpsb1sP/jbNKXO9uiEyBKKbI+lhbb1+vXrWFtbm9hDB4CLiws8evRowtqjdWWBh1A9WcDACm6b1ypYVTo6NpapdfKE6KI8wN8Zj4m8pPRm0nGxq6NQ/aokrODLUrIW7M0CF/yeRQfWTTO4jh/jwNlYVKFxVb6M4xjlchnD4RDf/va3UalUcOvWLayurvr2rq2toVar4ezsDI1GA71ez/s2KkhR4RwSvqzTWiZDSsXSRctT4Kj9UEFplYQKzdBWhtKYCkcVobUgWZ/N0Ja0BYn6Xeen1qtzk7KJ9djj6zqe05Kdc9Oe2/mu7dG+hQCnbYsqctJZrU92Hig9ld4WFIdkjVWmVmbZRU5IQSswCs1JBShaf8i6amlhARCBCDC5CFRgYZ+plTXUbp0jNqmV0Mok1qPzU/lMZR/fV2ucWsdCfEF9q4BPt/IUOFr5YXUr5wD9j1V/cTHLuUO66YLXLhKtFS8kvxQAT0uvPOCyk9k+B15W8KFTEHay27/KHOqbpdYAKjIyiDJ1yCJlrQ1ZpuqQmdhaYELbDfwcUkwWfDDG1tra2sSkd87h9PQUH3zwQVBIaV+ytkaUUVVI2r7qc51YVghqn7QcC2B0TBhhnG1gO62C518FUFn+DBaIWOuoza9+DCqkrOK3NLGfWZ4FGgpa9KSNbreRBnryUbdcbD1qIVGhYVfwrL9Wq6Hf7+Odd97xp1uXl5cBJFcJLSwsYDAY4PT0FCcnJxP3bVqlaIU2aR5ajWq7NI+OhZalFhsN66K8pNYE5lMrSQhE6FhaUKPt5ju6eNGkfdM2hpSj7Q8/2zhHFrTr+IX+KQ/b9tl8WQpaAbAdi1B/9blarkirEODLshLbvoYAje2jtiPkX2n5UXlAdYXWN21hr22kklcdov1m3SoTlb7skw0/oDRQ5a80VnnLuW6tV9oGu5sTkl/aFgsylfZsj53/If6ilZZ/+/3+SwCSclZllo6L1s15xegDnN/D4dBb1UIy2Op4ts3OT2sx/VScUrSAS4nCAQAuL462KxXgZedFLZf5eVKLn5mX/3Q1qUqOzKH52R47iLZuvh8SSJZJdfKFmFUZU/tZLBbx5ptvesWoTNpsNvHw4cMJK4QFcHzHJitgdHxsf0JtDT0Pva/fLcMzv7bfbhPo+HOy0UdJt0hJl2KxGAS8tkyljXNu4j6xLJrZsVF/AfbX1m37b4Ue261tU0FI6xaFeRzHHrApELM8rbS2fLm0tIRut4tvfvOb2NzcxJ07d7C0tIQoSpxhK5UK1tfXsb+/j/Pzc79iDVkASA/lBWtdJMhSQGUtGUofygVdMGnfdPuO9es7dk7pOIUsl9xWsKDNbk+HeIFjZLektB1UMHYxqIowJAssWMh6rm0Kyc/QXLagNwTKmKzsU9opLUNzOrT4sClkZVM+VlBjFSjzcSFjxymklEMWDc1jrWn8rhYWdejWMtle5R9aY9jHkOxVq5lti44l+8TflM9myRp9zneVrhopPqRDLU9ouxSU6qKZskPnvo6FjpH2SeUby9G+Kw/ouzrfQzrQ6qWrWLaYXnnAZZE8cElcnnKwvg9KcC0jBLQ4uKqQbX4APoaIhmvQttl9d2vKtClLeCiTKLMog2g/bZuVKaMo8hcVM8aW1tdoNHDv3r2gc6eddNbCZcdE6aFtsGMWYnSbWF9I+YfoFlo52X5wfJWuulLkqk4FgwoW3VJmOARVhqPRyCtdtXKFaMZ3rQAmH/Z6vUxArfWx3SF/PtJFedEKQc1PGuppHCARUoVCAd1u14M2XrdRKBRQq9VwcXGB3/zN38Ta2ho+97nPoVwuwzmHcrmM27dvo9vt4uzsDIeHhxNhRhT4h1bbempUwRO3RO2qUsdYv3MhRrorcFMaWHBrf1fwpXyt/WH+kFUxC+RZntO2Z8kpLTcLPCl/Wl4K8aMFVfa5fWZPpVlahdpkQbEt0ybSl2Osh1v0fcvXpA/noAIXnT9ccNnr1jQpb2qy1ku2MzRnlQfs+FgAYOmk420tZNpPeyLP6gfyJeWeBUTaLm7j6ak/lYcqv1QuqryjTOW85byjHNF+syx+VvBYKBRQLBbR7/e9nGU7dCs1pJusHFWZQ3op3a3Dvm5vh7bryTdsSyick6ZXHnBZRiBjhbYJNFlm00mhylP/WaGiCgvAS8xswZG22a4QpoEL2wdF2bYv9l0rwJmiKMLS0hLu3LmDUqn0klBn6Af1ZZrWrpC5VgVaaBys0AilUPtV8M2yrIVWtioMdKLppLLtUqGqViAVaioQWJcKF1VsVuFq3+xKTVeYPK0TUkR8lyDN+gSpYGEbbBkhutu+UAHp9p21ECgtcrmcB17//J//c2xtbeHOnTtYWFgAkISaKJfLWF9fx9HREQ4PD9HtdieEoW2XBcQhEGR5hklpp8pFV/XWcpc1txSsU2HYsbFt4bOQQ7b2wS4UVdYw8bCO3d7Qd2zdSldd9GibdQEUsqjadltAYy2+anELjeu0shWw6nzU/Go1DIFUtVradmg55CuV6WwbeYRWLipa7a+lnyY7z+042XFge7TNLFt3a+zC1Y6ptQLymQUNVlepjNK+sb26kGN77Y6ArUvr08M/avmlzrFWdJUzCshUfsdx4temi0LKKjsH+FkXclY2WiBMXUlgp1uQIeAWArTT0icGcKkQ05VklkJXQqgFwQIt/R3AxCkfu2K25TPZCW7zZIEtK5BCZVtQw99tmSo8nXPY2NjA7du3PeLWvhwfH+O9996bEPBWaShNbJ064dR0O03gWDrYlZ6+b+vSMhSEUiiFrI5aJ9upk1InsfKTjSCsE5Kf1Splhaie7rEO9DpprRDVeuxYa/t1VUbFoH5b1toV4iOrsKxSogBzLtkmVT8F7ZMFH8ViEcViEQcHB9jb28OtW7dw69YtDxgqlYo/tHF4eIjDw0P0ej1PA+UrXYmrcuI8tn3S75pClj9dOKkADTkJqxLMkjfWyZsKRflPx0FBOutRGRJFkT/gQDnFd0NyQD8riNe+aXuzDhwpjTWFZESI7lYp2Xrs+ISsjPa7tWoraLCgS98NlcG+aL0cS46/uoZwPmrd6hOqdKYCpqVHrdxWqauMUNml/MB5ruOtIS103ukYKRiwslktYNSlam2y1hkL5LQv4/EY/X7fu2ZY9xltC8uy/k06xyl7VSYCmABXBFsqh1UmEezxGQA/FsCkRUv5hP3P5XLeZ4z59UJry2fMo1b3kJ7X9EoDrji+jLzL7xRsTCHhwI7rhdEcEH5WsKXvZAEFou8QoAq148OkaeUoKNJ2WWWvTHf79m1sb2+/5I/gnPNxtmx5lqGsALMT2q4i1GRvBZ6drMDLTpP6zyp0a65lfZxcFjiwfOBlZcFxZP7QyRkKH6ssdTzsKtM6y7MeCj6+pz5CNvyDKjtVYqokrGM0hQyFc2jlpys8BQ+s0yoxfZ+rVg2Ca9tq/y4sLGA0GuHhw4d4+vQpPvvZz2J7e9u3v1Qq4caNG9jc3PQWr1ar9dICRdujypZJlaguxFSJWmBpLSch4GwXYFqOKqEQb+nYWSud0k77qfTmHFYeC82VaXRSkGWBkSpxO4etJUCTvX1BAYQeNtI+sz670FHQqqBat220PXZ+KvCwvMDxszLFLobUQsz6LTDhb+x/aExCPBniW5ZLwKB0tTJXx7vf73vZwjhi/I3tVH6yVizLL9ySZH+Gw6EHJbwvlfKVdFarOkEWx93qCR3bkHxgG6f5WqvMUvpYGkVR5C1S3ALl2ChPqn5SnmB9Cui63W5w6558XSwWMRgMUCgUJmKHaYT6aekTAbg4SDqIIQGpqypr2QkJWWBSMZOoenomJKR1sCziDa0QlQGYQsDOvmfBJcvSepWZi8Ui7ty5408iEqyy7c1mE9/97neDWx22Xk2qZKyJOWtVo4LG0k2FK8sOgabQ6o2CM0QzVZz8rAAnZDpXcGVpYi2X/E0dWm37tZ1aJsfSClWlvyoaTboloIpC39VVLdtDwaVCwG6nUvjacVZQqIBO/aGUt7R+goZ6vY52u41vfOMbqNVquHv3Lra2tiYU1sbGBpaXl3F0dITj4+OXthotHZWeSnNtixWubJ9uZVQqlQleI204DqE5puDBtoGKz4I8HSNNquT5vrWuWquByjfykrWUcpxCAEfHl+OtZag1jfRjO9W/MQTKQvMrtHDSOqy1SLewNY+CGgVpFlRYy6HlGS1HdQr7xEWFKlGduzr2pB8BC3me/p0sU2WFLpYUGOliSsdcgY8+I+gK6R8rr1SnqfxhyBaWT0sX54jqK5VdBFs6vtQ15D2CRB1HgjnlE5UjdvuS71n5xnZY4Nnr9Xx9Wo/Oca1X+S7EX8zf6/UmFs0EWzoPWJ71fw2lVxpwAZNbiSGhwWe6IgmBJGUeJSAZ054eyXpPFYA1N1vFALx8lNQCN1VY+p157SoMmASJ2tfRaITvfve7E3RSAaqrNJ3Y6h8BTDrZajvtytECC9bB59pe7acKEB0LJmsOZ191vC1t2E6dqNYCocpIy7HKUelhwaL6VVihp8DL0oeTVQW9BecsT53yydchvzMLJq11wFrMlH/VMqans9SSy+8UcKQ3txlZplVQqvAqlYo/vfnNb34TCwsLE+OtishaQ9g2VRQ6NxRY2pWlOkbbeUbBqNcqsUwLHCwdrY8G26D00DHVNutn5QML/JTflC+YyHMKutgWKxu1P8ynfJLFhyw/1B6VofyuPnJalgUoVhEqXUOyUUEo26V1qDXKtsH2l/NJt/a0D5z7bCvfs8BIxwCAj1FHXrZx7thW8htPwpNuShcCBgvS+R7L1NhUKgfVcV3rZ99Utqi8J2iJ4xjVanXCeqO80O/3J+YN+U8XHJTNBHXUOwRmKj/1dK8dC9KC/bf00L7l83l/mKff7/u26M0d6iqhPGT7osBatyi1j9zq1FiDoblv0ysPuIBJIRtSvPydA2ktIrYsO+mBl03xWi8JbC0ZHBBrWg211+7pZwEDFSwKcKxwI1NbS4kqXFVGURRNMEcoInXIh8WCBhUQ2lelu5arY6HP+ZsFLqocmF8FptJQzc1WeXEC2AmmAkvzMdlVr75jt+e0Lgs4LD/odoACJV3tAnjpFJ/ymiobVe7aBrU0WR4iH5IuUZSciFTfBwVbOm4U6hSAPLWr/GLbpv3P5/Oo1Wqe9grS2u22L8+u8Pm+VaYqBJV3VGna+aw+VgSN2kbd0mJbdE5YCwd5wo6VBTx2Piifql+pvmMXkEoP5Ucde114avtCSsDKFdsfbbeCCytzSdfQHNV2Kf2tfNFFlZV/li7aXgUy7JMu4JSPbNkhvaB/lT52MWxpOh6PJxbpPGWsc1bLVqsNwQbLV58q0oRlU8ETNOnWM8tWvyjtu/KCgkkA3heKZemhHM5dpUdo0cF8lo7Wyq7tVTlAWaR6qt1uo1wue3CjskjpRLqphYuAlHmsXOa4qisCU5bxRGlLoK8xEUMLP5teecCljK0CC7g84msnj7XsKPMDYedTXTWyDFVoZHJ9LzSZbHtt3izhqUJMFaVtpwIV6/MBXPrdsK36O5lZgamlpzKYrVfBlX2m/bBKKZSy6PS9pKvUZ5OOrY5LqFwLsrUMm8cqGwUfduLbPLqiohDnqtTWOx4n4RlUGfDoNMuzvo7OOS/UqKiVVyhASBsLcBSQWaHEz7q1EKKbtYJwztltQODSAqHAiL9zC07zqJJS5ax1WmsuQR8/2zKsctE8VqmqYldlHwJdwCV4tSApJCOUnqH5wrlrxz3U1hCoU1mg30OK0v5VfxmlrdZhy9N+hj7bfirwsukq8sMCPdL1qu9PS3aez8obqlMXUEB4sWXnJYCJRYAuFmwegguWZw/CaN0KrNS6p/Mo5INF4MuApQoWdZFvAR/HxrryML+CWeVnyzOcI4VCYcL3EpgE+3a8lKZqzFCArXLQniTX7dJPNOBSIaaT3AoGJbwidS3Hgh91CrR1al4ykSpJ4OWVJwdIwY+2hQpC22YBk/aPzxRUhoSfBaEWyNiJncUU7Le1UoXyat9t+apwNK9dYYTK/F5SFlialbImhgqdWWVmAbGsfKE8oXoskFO+42cL0BSoEazxd4IRBRfOuYltAwWganGjELPmePW3sRZCbf805WYdTdVXTUGegjKWo1YTrmY5/6ziy1JiqnBCY6R57O8WmCmtrKuB0oZlWMAaWoBwPNTiwbz2ZC5lhC6oKDtC8iQkUy1QDSm1LBBk53uI/rOATkiG2aR0JQ3tvArNMwUUNo/N/72CsxBgtPw6S65cpS9Z7Z/2rs2jdLMyRuWIAjrOMwATh2i63a7Xp7SOkT/1gAO3Wrvd7sQOCzC5ULO+lGyTgh9+D52gZiqXyxiPx96/C5h0q1G5A1xu+arVWue2glm1zqmOs4snm15pwGUBlQUcwCSoCU0KHdQsMKLMpyZpi/wtQCKI0tNcRNcsXwFTyHE+tOLj4GWBGtv+afm039PAhP1tWnnThJW1CKhC0nq+nxQSiKE2attCSmMaSAqVGxLuoTZ9GFCp480Usg7ZuhUQh1bY5FsFaLY8C8YoSOgIrMeudbtPvwOXDt/j8dhv1alAVgFp+8w+2ROb2mftIwW4+grScqugXgWlXfGzPAWGSjeCxpB1S8eY+awyDS1IrODmQg6YPA1KOZHP5/2NBypT+JsFTVZGhuZ3SC6G+Mz2W3+37+vzLDAxCxTpXA7l0/dVNuoYqlO4ggL68zCPjlVosWCBAPUArayU98wPvAzmdCwIjlX262/8Pusvx962X+lijQFahtJRaaefQ3Vru7nVFxpDrSNkradsAeBljH2ugI101e1DvkefUOaniwDbpqc3OddobWOYB/V1G41G/rn2S7cLlS4qL7ng63Q6/p1p6ZUHXHbbUBlIBY4+U2axE9Zal1QQcmJQwPGvAixOFivorEALPQuBj6zvIYCgz0O/hfLYZ9OA1LT6poGTaWWFQI+mEJCYBqZ0QjOFVrv63U6YaTTNan8WsLTbsCFwpL+FvofGRIWggiZV6taSE1Ji0xRdFCXHqkPK2JalQpSCtN/v+1XvaDTy33U7QX0vtN7QvFTrGOu1ijWO45cEashSHVIM1vrKv7pdqtY9/mb5x5Zv57iCqlwuh2KxOCFPFGBZ61JoDNjnEO8rj9hxzuIH5R37XhZQy8qnv82aUxx3q7xsWSF+0RSy7lKpjsdjdLtd7wCudCBg4LsEZDoGFnyo1VJ5xAJA3q7ALafxONny5/iXSqUJvrcAiv0MyQHVayEAFRpHzROa37oFz7lMK5PqTdWPuj2s7bA6kLqUvldqDea71LMhncc2qVVsPB6j3W4jiiIUi8UJEEzrNxcx7Af9ugicyB8KmtTKRfDENqlvIMvVMQcmT9oOBgN0u92XxkHTKw24gEvHwCzAZRlOrWC6r8qgjJyYFH7WzK516Gf7zLbJKs/vBXDZemZ9D03OkMUslLJA2bT8H/adWXntpNY8/G2aD419ZldtQPaRfCvA+Dz0OQQArOk4CzRmPbOrTS2f7bZlqJLMAnXalhCdrLIOCewQH+lnCiJdVVpwREFLQNbr9dDpdLxg7/V6/rdQIFltqzqqhix1lv/U0d1aH6y1y9KbwliVkSpe4FJxqM+K/lMruLaVYDQEeOziwCqiUDtDv2d9D322Kau80LsKTLPqt7I6xI+herR/08ZXrYSaX4NVDgYDnJ2deZCr42+DnIbmlLWA2bFj2wjwtI3lcnlit4T8OxgMUK1Wkc/nMRgMvN8l+UdlHGXgNMClW3/ME9oSJJ0UFLIsYPLmA6UrAZhuKbJ8BWQqh9VAwed8xrq1Lstb/EfgRt1NS3ahUJi4QUVBeKVS8eCIQEx9HJ1zPp6Wjn0orplzl7du6Py01k3lrWnplQdc2jng5WsEOIgcELuiDJ3kCIGi0OrCJquUsgCTLVfftYI+pPCUiUMKwyoA20Yr6EMgJ9ReIAxQ2BYty37OSnb89L0s4MPfdDLp89A+eQjgajm2HVZwWWE6zXJgy9fPOl4hOocE+DTgqW1RQBISvpqyxlHLVN5UOqvwDAG/EE8xWSswFz08oWgtVcPh0FskhsMh2u22/6zBDIHJCPhUcFRarM8G6FTaKJBSIE+6UrExH9vPfll3AstratHT8VHhbPnf0jAEembNGeVvO16h7V+u5HUeWau9nQ+aaA2wIJtjpLKCv3NsAPhFr4IEHavxeIxqtTrht6d9Y/9UkYbmjp6aI79oeTwBx+3v0NYw67InA7VOznn+ozVSt+t1jAGg3W77bSgLdHQekqbaF5Zt5z1PR5JWGpZBywPgD9yo24z6MJE3+K6CCcpglSFs32AwmNBR5CGdA6yHvlVZlnwdL6t7ya+5XM5bEjlfOa7qz6iAiknnAsfX1sFAr2oFJ5DnuCh9Z2GImYDLOfdLAP4kgBdxHH8+fbYK4O8DuA3gIYA/G8fxqUtq+xsAfhJAG8BfjOP46+k7PwPgf5UW+x/GcfzLV6gbpVLJr07YwUKhgHK5HHQ6V8WqFqvQhMxSWtaEre8xqfBU4auTD5iMPh2ql+9oHWQSnQz6L6Rc9TcV3johLAK3zKGKySbumavw0HbYLT373CqZEDiybQqBJ/7NAnxKB1vHtHc4uUNpGqC0+RQ8qaUFCDvuWoucbZPtVxb4skJdT/7ZMvWfJp0vSj8tJ6Q8FKRm+TCELK8UeIyfwzL0X7fbRb/fR6/XQ6/XQ6PR8MJOfUJUCKsA11W2PgvF96LSCFlOlHZ2XjKf/g0908VQiPcVwKhVQ60JSkf2n0rMbllReVKBlstlxHE8YWWzMs/ymbUo8h1uk6nSob8UcOlUTUtCuVz2feJ1Ts45v6VXqVQmAABP0wKTfkT8S0uJXq6stNITbnbRy/7SEqb9VT2iNKCeUXAbkrl8p1gsej4Lyb/QqdwQsGBejpkCWM5NHXOCAW7HKVBV2imttG67kNctQNt+XZxYy5dafkhrvkeLlVrzOGbsq1oi1RdM5TSthgxOanU4jS/cXgz5PxJEcfuR7da5wTyMQVYoFNBut31bGK6DtJ2WrmLh+rsA/iaAX5FnPw/gH8dx/AvOuZ9Pv/8VAH8CwBvpvz8C4G8B+CMpQPtrAH4EQAzg95xzvx7H8em0iovFInZ2diaIxBRS3JwIoT1ouwoKKVwmVYIhRWgFqDKutkOFdWibIyRELNjTFZVV5Gwry+BE4mc7Ea0y0r9kMl3Vq4DViRgCQnw/S5EonVVoaR47PqH6QnSzyfKG1sl/WVtmIeCVVY/2jSlrwlkaTCtTkx0vvhfaomE+FZJWoDKFVo62P1YZMKky4vcQeNc8Cg5s2SHLAp9Xq1VUq9WJdlDAc5uy2+2i1WpNRM1XIW3nopal7VbrVwiwWznDckPW36xE8MN2qGDn+/QtsvJFt1r4LoGUjYrO8aePXqFQQK1WQ7fbRafT8fksD7E/XPGrW0Yul0Oz2fRjw+f0qSGg4/vqW6fH7LloLpVKODk5QblcRqVSQaPRQKlU8kpX5QTnpB4eIKgg/ZQGBOm0OOp8V4CqVgsmBXhsN9urFhwuGHS7UMczl8thdXUVlUrFW/i63S4Gg4H/Z+U9QVTW3ObfrPmrPBIqQ4GW6i2V7zp3LWAjSCWYcc69ZI0mvcfjsQfeem2Q3lcYx7EfC8pOBXDkL44JtyNVjtgDPgpUCYyszGLZ6lupO2L6O+mmepGWUc4vXSBNSzMBVxzH/41z7rZ5/BUA/1b6+ZcB/DMkgOsrAH4lTnr8W865ZefctTTvb8RxfJI2/jcA/ASAvzetbgUOVjBldU4BiAVb+tcqfTsYIaHJ9pBxyCBKbG2XrhqJ3jlZgUnlnCXc9XuWmV+ViQIvq1BCCsfSjf3JooF9rmVmASFVSlrGLOCh71mlNI1WNp9tWwgcWAupXRXalT7/hurmion5uJ1ht/CytvS0jixra6i/ofZYUGvpaOeWBVLWkTwkoK2i4e9U6NouLUuVmm2fptCiB0i2RejHwXZQCfd6Pa90+Z1tIqCxPKJ9Bi6DxCodmMfSlfWzDxaA6byNomjiKhXdeqJcoQLQrQsqeCDZkmLbaDHQa1nIz6xbr3JRwGjpTIXIk1ukV8iSxHzqm8Y+a7BO/mUd5AGCJR62oGXLygm1mhIg6TF/jpUCEW2Dtovva18ony3IYrnMy3d1XNWCpfJDLSzNZtO3s1arYW1tDWdnZzg7O/P8oHxnTwWzHaq7lD7KVzruunXLsdL5Pm3RqaBFZZEFFhr30e7GsFyWp2FobPtp+WTb1HJGvme53OEiv/OENEEsx4/jw7GzspE8TJ5TucQ5Goo4oNZFXeBZmobS9+rDtRXH8V76eR/AVvp5B8ATyfc0fZb1/KXknPs5AD8HAMvLy36A7SABL29TKKBiPp0c/KuDrgyqSZlK/+rqQZUI81tHTJ18VpnpRLXt1aRlWcWs7dPPIcVlLXFavgrCD5tsP6wCuwoos/1hX22bLGi072mbQs9D71uaUeEpGFdhlbVy5F97CEOFjaUN62MeLT/UTsvbWaDY9tuWYfnP9sl+V8Wj76sJXkFXaBtSP2fxqe1jFh+H5rMK5Hw+j4WFBf+bAoNer4cnT55MzE+lld6NZ7eO2EYFAVREtKiopZjjqqeiydsE5uo/og7CGtiWgr9er3uLHvOrQrFWMF2wUnnp6T5Nqhj5u902smNPgKtjpwtLzav16C0RdotWrfMsLzSnLE8ocFGahOSrnRuaT3+3zzneyn/6DuU8t5jOz88nQNnp6SmazSaq1SrW19cnrHeMZ0W5F1r42fapXrFWR27bVSoVtNttNBqNCYsP39d+sN7Qtjm3SAFMWH7InxwHHX9dSGTpFvUxZNKFgi5ocrkcer1e0HJlFzpss+bTU4U6vlZPxXE8UY+2iTTWuRzCJKH0fTvNx3EcO+eu5uRytfJ+EcAvAsDu7m6sg6WDrwIBmG71silkxgXCFieWC8AL8SiK0Ol0XmqTFc46+UNm4tBATlOkWQqIvylz2/5NU8xaRtbEnpZCDBz6rjSdVhaVnQrtWf3RcbLCcFafrBBWgefcJIimcLAn5tSxVQWEnYjaTv2u21khAWTbZ/uQBdbt+1lAVAEuUwj4qbKxYM0KP/6dxXtK/2mLpayk9LbP1BfEOectNQAmrC4hAKJ+GapMmV8tzvxn5YbSmKCLfkUEV7VazTtQl0olLCwseP5SP6M4vtzKYF/o+6QBHZXu/Kd+aVnjYi0g+llv2lBQoApq2mJALWvTxlQtqhxPPYhheVHlK5+pPLfO0FYG2c9Zf6fJUKUBv9udE+Xl0WiEhYUFVKtVb6F1LrnKhv8oA/i+WkTJZ5YP9URfuVz2Vt0oSrbm9VCHjgHblDUGlu7Uu9anjaC4UCh4C7MFP1l+pUyWl1iftaBbIGjpzMR5rXNy2m5WaIeMYxmywPF9lQHT0vcKuA6cc9fiON5zyZbhi/T5MwA3JN9u+uwZLrcg+fyfXbUyu/pRYiiTK4q2zrLMYy1XWiaTMpEKMeZVwZQF8rR9uvq/iiLJUp5ZTt1Kp9D7s0BOVpoGYK2gUtDIZ6HyrlKWrlRpNma/rpLsWGb1TfOrWTyr/RRqakGwCjaksLROpan9rqeEeFxckxVMdh6EzObalyzes7yi/G/nl81vFwu64rPvhr6H5nKovmlCMvRcaaygiHm63e6ElSW0YqWy1lOQwCUo6nQ6XjGqRYv8ZMdXD50sLi56ZcvLgp1zKJfLKJfLaDQaiON4ApwNh0OcnJyg2+1iPE5O8tl+K7jkZ/ra9Pt9tNvtCf8ozav8w7op69gOa32yfGX/2jG2+fWZLlh1fupzW6bmtT6LyktZ72mfr/o31N+Q7LX6JktGMl+tVvP+bOQ9HkRYWlpCHMdoNpt+65XjyHJLpZI/zMBntVrN+xlVKhXU6/UJS7paZ1ut1sT2vm6pO3d5l6MuzPg+eZ5ylPxidZaVkey/0lHlg7VekS5sn939Csl+K0ss3Tl/WZYCNL2InFuX7JOVm1dJ3yvg+nUAPwPgF9K//1Ce/2Xn3K8icZo/T0HZfwXg/+CcW0nz/XEAf/UqFekqJuRUzjw6SDaPMroFXBZUWEGugpumfu75WkURUtbWDM98dtWg5aky13aF+jZroLMUcAiUaQrROfTeVVLWO7a80PbOVdIsIGdXTKFEfxXg5e2w0MqKbbRgXRWAXTnZfCHhq4qad5JZZcrP2kar1LTeqwJVTdPmRCivClI+U5614NOmWUrM0lS3yrKsOvpPFaxuFyrQYt26fcbELZpcLoednR2Uy2U8evTIbyNq0jL5V7eISJvxeIxOp+MVIBVcs9lEu932gFADPTKOGdvLQIuq+HSBR7nZ6/XQ7Xa99QSYdDJXhUTes7xD4GXHPosnrsLvFvCqvLTla3/sPNN+k45qicsCO6HPsxTpLFlmLdvWaqJ9V5cZ9omgplgsolqt+j4zcWuPbgrkFcb9YtkEJawvn8+jXq9PgBm2jYch9JYJrZdlkS8IwCxIYb81hEvI+qM0tIvfabS2OtPSVp/pwjdLB3Bngj5ubI/KY7tdrydgaXUMYYlQukpYiL+HxDq17px7iuS04S8A+AfOub8E4BGAP5tm//8gCQlxD0lYiJ9NCXPinPvfAfjdNN//Nk4d6GfUHYyEbSearmL5npYRAimhMvV9xvOwK2MdGODluFgq4O1nrZ/l2WfAy5dvawqBFxUiH0ZAWBpZhZj13lVAnlWaoURhqArwqkmVZ6its77bdlCYAJiwCOhqJwQAQgokJNTZRz639Le8QEChis+CGGuVCIGkkMUpK4UA9VUAdmiRwnFVa4pto63DLmIsT4baYhVMaNyVfhyHWq02cZTdvqurWG6TUDhXq1W0Wi1EUeRDI1igqcCFiUqM24RnZ2cYjUYTDtvNZnOCVlEUeQWo9LPPeA2Q+pBR2bbbbXS73QnwQcVE3mefFdAoX16Fz/mO3RlguTaWFMdPAQE/h+Sp8oG+H7KGqb+R0jJr4aPf7W9ZPKvjrXxI8KvRze0uCWM78aSbhikJlcdEnz2WoSCPwFzlFP3ftK0KJnSbj2CPvKPlaHBia3FUHct3uHVPC509GKP/dKytLLS/aR+sMcN+tvwSkn+6xZqlq3SMFXyRxxTofd9X+8Rx/OcyfvpjgbwxgH8vo5xfAvBLs+rTpBNYHSFtHmsZsfv6WUJaf7NbfrlcbuKIMpWbHkPOsjhYM6dVplcBA9MUVCjZCTAt2dWeTdOsaLNAnQqpkNK0k9SOnQrkrBWRbedVAOCspKsmPbqvikJN8NZRODSZreCwyiFUt31HnVGt31jIkmYFVkhZhVJIuVoApL/p75pPx1u3SMfjy9hIIRBlhW2oPdPSNGAYUt7KxxqsE4C3JGm5bA/DVJyfn7+0+tf6bWgBCmpuGeqpMd06Vkd9XanzN6Wftk2tWpYvtP1sK/k4lD8LxGtS+qnMnKaQOY9UwWu9zMs5yH5aeWp3NFQJ6jH/KIq803PWokAtjlkAMqv/9nOIj61s47+FhQUPkJxz6HQ6HjA757C8vIxcLoezs7OJOE/W2ADAby1zbFVP0TdQ/UtD9GZbKPsYW435deGnQEdpFHKf4NjZOWhBkJUzIR6z4DtrnLSNbIvdqmQ+3W2yllA9+Uq+tfKVfKZzfFr6RESaZ+eBS6YisXTA1PxnB8YKcjvAVkn1+310u12fn/Uzmm9oEocEoe3LrH6GBN1VJv2s8mflm2XdCinarN/4TEGXPgtt5Uxr//faz1De0CoKgF+R8h07uYGXg0PayWuTKket0wqZWVZA5lF6sW676qJgUB8NK8Rm+UNlCcEQ3bJAF9tTKpXQbrcn8uiWj1VSdq5yrpMGWcDK+hZNA3XKl9pWtVxbSxAVUa1WQ6vVQqvV8uUpjUNKSC2RzF8sFtHpdCZOsNntGb6vwJttVgGvQN7yFC0hjMhPx1+lJbfh1D9Vy7Jz3dal7SW9rfwln+qcmcaH1nqhekAXQKzDXgHD+ujvpuOqclr7dRWZG0qhfmq7rZWG7VhbW/NbxTYKf6lU8gckms1m5gEi7Qd5lfzKuFI61+wYMRGkcow0VhjLcs75xYgNt6DziuMHwAM5vUTcjmkIjGm/QjIsJAc4T0LXFoVAmi2Tf1WWApMnObVtKoNZ/6cCcOlqLPR76FmWAgwNVGhQuDrgJGck2qw6Q3XZvKG67UB/2En/YQTDtHb8yyojqw+ko/YzJNA1ZYHAWeMXatO0NrMuq/AtCNe800DStGTLDvFpKL/9rALOAln+rorZljGNhtM+Z80tm1e3FLU+FVohsJXVVwo2C0CzkipWXWXb96yCcM751b1dyedyOR8xXelqlQ3LVasky+U2kromhN5Xmml77QKFSsYqAu03/cyUxvxMRaq0DSmiUFLasP2ks/bHbjeF+EjfJ60sP2k8JvZbA6HqXZZxHE+AFu2XbV+WzP2w8jcLoFqa6XMCIoKsUqnkF/WazwIkWx4wKZfs+FqrpQIGrUPBA7c9ycNc1DDmW6fT8UF02Q4bpiKOL4OkcgsuBP4UiDo3GUH/qnpfx5ftmLZIs3yrdODvulAIjaWVwZ8KwKV/dT+Yz5VoAIL7qBSA+k6WQrFM7pybmASh9P2AmKz3/mUAo38Z7fiwZYQEjm6VaAopGSsMrGDWcrLGdVpSy6g+U/Oy8lNoZT5rbGwdIWtTFtgKgTILVDSRJvqO0p0C17Z72qJgFhDU90KKk8DCAiX7fhbAvUrKym8Vi5UhWfVS0FuwRUUfx4nfVRRFfuWvAEPpaLcfWDYVlebPAlz2N6sYVCZqXvaJys5ulfAzLV9M6geUdSLaKkClYdZ8UGVq+esqYEetKOrDVC6Xg36R09oUku0h2X+VNKu/Wc+tzKK+4p2A9FvO5XJYWFjwJ2pDyY6F0lVlEOvMopN9n4l+XVoWeUavc6IMsnJI55DWrUFpQ/LYynjLM1y8qA+WnfdZY6HzJkQTK/+1TbpICsm1TzzgIqPoBFHzqp1AwMudtgozhEitICMj8LeQc7y28SqgadqEtmX8ywBbH/Z9y7iz8s7KpzS2Pi6aLNNaYchnCrbUT88KzGmmXRV22k4L5IHJFXnIHD6tLyrg2J8snxS2Qftu6WIVr9ZvtxltmWoSD4GNkHDJSlmgIATU1GHXOn1n0SEECLWOUBumAbbQnAoJVOUBtpvAinmjKMLFxcVE0EU7vjqH1Nqo/nc6L7LmkfKygrppisTSKgTS+Fkdupns6T47rlk+V1l0tv1Q3zS7aFZlbX/TPqhly87zLJ7O4m1abWxfZtFXk6VRiHdDiXeEaigRa02J49gHLj0/P3+pTu0H39OtZOccut2uv3JJyw4Br6x2Kz0VpGh7rFwJ8aqOH9sdGnPNy8/WfYh9tKda1T8waxdCfcuo20OgLySjrzoHs9IrD7hCRLOTTBVjlhCftQVkmU/N4HZi2sEJTXo7Aach7dDvoTL1txDD25QFDLIYRa0wNs+svti2hsDPVRhV+2r3zkN91i2WUArVlfXOtO03C9ZtWzXZLccsQKm8ZpXFVfphywwlFU4EqAr8QkAzpKiyBPG0NquS1iCjoT7NqkvHOiQgZylXW1Yor+VPa+Ui4LJ+K7r9oVedkK4qO2y6SrvtHLIgiL8poGPSPlgLhCo8AN6XSMfTjlHIXy2rX/bdLKCmisxaHZT+HAO12uni29JwmhL9XpRlVj8/TF7Wy5holUrFjxGtpnqalf1QkGPn3Xh8edk3x5m8p9cyqVya5W9k55a9+5F0L5VKL/nn8V2GhmB+lXcaJ3PW4oFJA63aU4+al6COdWrdto18Txc3Sie9dNvWE9LLs/jhlQdcQNj8C4Q7rgyl72q+LAAQx7F3urRImXlDviMhJRwSRld9z/52ld8/rACZBbqy2hn6bvNaRcByWe+HaStX3bNWH1kplC8rKO6HTdOAhv4eAiYhns0qJ+TkG8qnKYv3yM8cZxWI09qeVc9Vfg/5vIWEUxaAYlvVupnVRmD6IYSsOUjBbLdhKNytv1VonlBga0DVLKUSGv/QAsL6P2kbtI1arvZJ81i6cKuI7xMUW2ua1mmfK6hW+mp+bZedA1omx9qWpVu2dst/Gn1V2eq4afms8/sFYKE5rs812fq41cz7MbXtzjn/PMuYQDCkhwmYj3G1bNBO9n9aX7S96rdIHictyUcExTxQwsu+tY1qZdNy1b9Sed7S0vK2Jh3PLNmseUIHOZRvlf+UN78fveGuqrg+juScawB49+Nuxyue1gEcfdyNeMXTnEbT05w+s9OcRrPTnEbT05w+s9OngUa34jjeCP3wqlu43o3j+Ec+7ka8ysk597U5jaanOY2mpzl9Zqc5jWanOY2mpzl9ZqdPO42uHtp7nuZpnuZpnuZpnuZpnr6nNAdc8zRP8zRP8zRP8zRPH3F61QHXL37cDfgEpDmNZqc5jaanOX1mpzmNZqc5jaanOX1mp081jV5pp/l5mqd5mqd5mqd5mqdPQ3rVLVzzNE/zNE/zNE/zNE+f+PTKAi7n3E845951zt1zzv38x92ejys55x46577lnPumc+5r6bNV59xvOOfeT/+upM+dc+7/mtLsD5xzX/p4W//RJOfcLznnXjjnvi3PPjRNnHM/k+Z/3zn3Mx9HXz6qlEGjv+6ce5by0jedcz8pv/3VlEbvOud+XJ5/Kuehc+6Gc+6fOufecc79oXPu30+fz/koTVNoNOejNDnnys6533HO/X5Ko/9N+vw159xvp/39+865Yvq8lH6/l/5+W8oK0u6TnKbQ5+865z4QHvpi+vzTPc9sQLpX4R+AHID7AO4AKAL4fQCf/bjb9THR4iGAdfPs/wjg59PPPw/gP0o//ySAfwTAAfgygN/+uNv/EdHkjwL4EoBvf680AbAK4EH6dyX9vPJx9+0jptFfB/C/COT9bDrHSgBeS+de7tM8DwFcA/Cl9HMdwHspHeZ8NJtGcz667LMDUEs/FwD8dsof/wDAT6fP/zaA/1H6+X8M4G+nn38awN+fRruPu38fIX3+LoCvBvJ/qufZq2rh+lEA9+I4fhDHcR/ArwL4ysfcplcpfQXAL6effxnAn5bnvxIn6bcALDvnrn0M7ftIUxzH/w2AE/P4w9LkxwH8RhzHJ3EcnwL4DQA/8ZE3/l9RyqBRVvoKgF+N47gXx/EHAO4hmYOf2nkYx/FeHMdfTz83AHwHwA7mfOTTFBplpR9EPorjOG6mXwvpvxjAvw3g19Lnlo/IX78G4I855xyyafeJTlPok5U+1fPsVQVcOwCeyPenmD7RP80pBvBfO+d+zzn3c+mzrTiO99LP+wC20s8/yHT7sDT5QaXVX05N9b/E7TL8gNMo3db5YSSr7zkfBZKhETDnI5+ccznn3DcBvEACBO4DOIvjeJhm0f56WqS/nwNYw6eYRpY+cRyTh/73KQ/9x865UvrsU81DryrgmqfL9GNxHH8JwJ8A8O855/6o/hgn9tb5UVNJc5pkpr8F4HUAXwSwB+D//LG25hVIzrkagP8ngP9ZHMcX+tucj5IUoNGcjyTFcTyK4/iLAHaRWKXe/nhb9GolSx/n3OcB/FUkdPrXkWwT/pWPr4X/6tKrCrieAbgh33fTZz9wKY7jZ+nfFwD+X0gm9AG3CtO/L9LsP8h0+7A0+YGjVRzHB6nwGwP4v+Nyy+IHkkbOuQISIPGfx3H8X6aP53wkKUSjOR+FUxzHZwD+KYB/A8lWGK/O0/56WqS/LwE4xg8AjYQ+P5FuV8dxHPcA/Cf4AeGhVxVw/S6AN9KTHkUkzoW//jG36V95cs4tOOfq/AzgjwP4NhJa8JTGzwD4h+nnXwfwP0hPenwZwLlsj3za04elyX8F4I8751bSLZE/nj771Cbjz/dnkPASkNDop9MTVK8BeAPA7+BTPA9Tv5m/A+A7cRz/X+SnOR+lKYtGcz66TM65Defccvq5AuC/i8TX7Z8C+GqazfIR+eurAP5JaknNot0nOmXQ57uyqHFI/NuUhz698+xfpYf+h/mH5LTCe0j2w/+Dj7s9HxMN7iA5ufL7AP6QdECy5/+PAbwP4P8HYDV97gD831KafQvAj3zcffiI6PL3kGxlDJDs5f+l74UmAP5dJM6p9wD87Mfdr38FNPpPUxr8ARLBdk3y/wcpjd4F8Cfk+adyHgL4MSTbhX8A4Jvpv5+c89GVaDTno8t+fQHAN1JafBvA/zp9fgcJYLoH4L8AUEqfl9Pv99Lf78yi3Sf53xT6/JOUh74N4D/D5UnGT/U8m0ean6d5mqd5mqd5mqd5+ojTq7qlOE/zNE/zNE/zNE/z9KlJc8A1T/M0T/M0T/M0T/P0Eac54JqneZqneZqneZqnefqI0xxwzdM8zdM8zdM8zdM8fcRpDrjmaZ7maZ7maZ7maZ4+4jQHXPM0T/M0T/M0T/M0Tx9xmgOueZqneZqneZqneZqnjzjNAdc8zdM8zdM8zdM8zdNHnP7/vDPby0VJykcAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<Figure size 720x360 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "(<matplotlib.image.AxesImage at 0x7fc7613161c0>, None)"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import numpy as np\n",
    "import cv2 as cv\n",
    "import matplotlib.pyplot as plt\n",
    "img1 = cv.imread('img1.jpg',cv.IMREAD_GRAYSCALE)          # queryImage\n",
    "img2 = cv.imread('img10.jpg',cv.IMREAD_GRAYSCALE) # trainImage\n",
    "# Initiate SIFT detector\n",
    "sift = cv.SIFT_create()\n",
    "# find the keypoints and descriptors with SIFT\n",
    "kp1, des1 = sift.detectAndCompute(img1,None)\n",
    "kp2, des2 = sift.detectAndCompute(img2,None)\n",
    "# BFMatcher with default params\n",
    "bf = cv.BFMatcher()\n",
    "matches = bf.knnMatch(des1,des2,k=2)\n",
    "# Apply ratio test\n",
    "good = []\n",
    "for m,n in matches:\n",
    "    if m.distance < 0.35*n.distance:\n",
    "        good.append([m])\n",
    "# cv.drawMatchesKnn expects list of lists as matches.\n",
    "img3 = cv.drawMatchesKnn(img1,kp1,img2,kp2,good,None,flags=cv.DrawMatchesFlags_NOT_DRAW_SINGLE_POINTS)\n",
    "\n",
    "plt.figure(figsize=(10, 5))\n",
    "plt.imshow(img3),plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c8154d3b-9cdf-44ef-9988-f0b2eccd7c46",
   "metadata": {
    "pycharm": {
     "name": "#%% md\n"
    }
   },
   "source": [
    "# 运动检测"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "a1b2ef2a-82db-4227-ad74-671c1763e072",
   "metadata": {
    "tags": [],
    "pycharm": {
     "name": "#%%\n"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# import the opencv module\n",
    "import cv2\n",
    "\n",
    "# capturing video\n",
    "capture = cv2.VideoCapture(\"./初赛测试视频/44.avi\")\n",
    "\n",
    "while capture.isOpened():\n",
    "    # to read frame by frame\n",
    "    _, img_1 = capture.read()\n",
    "    \n",
    "    _, img_2 = capture.read()\n",
    "    _, img_2 = capture.read()\n",
    "    _, img_2 = capture.read()\n",
    "    _, img_2 = capture.read()\n",
    "    \n",
    "    _, img_2 = capture.read()\n",
    "\n",
    "    # find difference between two frames\n",
    "    diff = cv2.absdiff(img_1, img_2)\n",
    "\n",
    "    # to convert the frame to grayscale\n",
    "    diff_gray = cv2.cvtColor(diff, cv2.COLOR_BGR2GRAY)\n",
    "\n",
    "    # apply some blur to smoothen the frame\n",
    "    diff_blur = cv2.GaussianBlur(diff_gray, (5, 5), 0)\n",
    "\n",
    "    # to get the binary image\n",
    "    _, thresh_bin = cv2.threshold(diff_blur, 40, 255, cv2.THRESH_BINARY)\n",
    "\n",
    "    # to find contours\n",
    "    contours, hierarchy = cv2.findContours(thresh_bin, cv2.RETR_TREE, cv2.CHAIN_APPROX_SIMPLE)\n",
    "\n",
    "    # to draw the bounding box when the motion is detected\n",
    "    for contour in contours:\n",
    "        x, y, w, h = cv2.boundingRect(contour)\n",
    "        if cv2.contourArea(contour) > 300:\n",
    "            cv2.rectangle(img_1, (x, y), (x+w, y+h), (0, 255, 0), 2)\n",
    "    # cv2.drawContours(img_1, contours, -1, (0, 255, 0), 2)\n",
    "\n",
    "    # display the output\n",
    "    plt.imshow(img_1)\n",
    "    break"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "5bef4187-2dbf-4cee-b6fa-535d7e41ca36",
   "metadata": {
    "pycharm": {
     "name": "#%%\n"
    }
   },
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3.10"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.9.10"
  },
  "widgets": {
   "application/vnd.jupyter.widget-state+json": {
    "state": {},
    "version_major": 2,
    "version_minor": 0
   }
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}